Hello everyone, and welcome to today's

session digital forensics, best practices

from data acquisition to analysis. I'm

Shilpago Swami and I'll be your host

for the day. Before we get

started, we would like to go over a few

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Now about our

speaker Dr. Lewis. Dr. Lewis Noguerol is the

information system security officer for

the US Department of Commerce, no OAA,

where he oversees a cyber security

operation for six states in the

Southeast region. Dr. Lewis is also the

president, and CEO of the advanced

division of informatics and

Technology Inc. A company that focuses on

data recovery digital for forensics and

penetration. He is a world renowned

expert in data recovery digital

forensics and penetration testing. He

holds multiple globally recognized

information technology and cyber

security certifications and accredition,

and is the recipient of multiple awards

in technology cyber security and

mathematics. He currently serves prono as

an editorial board member reviewer of

American Journal of Information science

and technology, and is a member of the

prestigious high edging professor for

undergraduate, and graduate programs at

multiple universities in the US. And as a

reviewer for the doctoral program at the

University of Karachi in Pakistan, he is

the author of multiple cyber security

publication and articles including cyber

security issues in blockchain challenges

and possible solution. And he is one of

the co-authors and reviewers of the

worldwide acclaimed book intrusion

detection

guide prior to obtaining his doctoral

degree in information systems and

Technologies from the University of

Phoenix. Dr. Lewis earned a bachelor's in

sciences and radio technical and

electronic engineering

bachelor in science in

telecommunications, and networking and a

master in science in mathematics and

computer

sciences. Without any further delay, I

would hand over the session to you, Dr.

Lewis. Thank you very much. Thanks. Okay.

Good morning, everybody. Good afternoon.

Good night depending of the specific

area in which you decide, we are going to

have an interesting conversation today

about digital forensic best practice

from data acquisition to analysis. This

is the title of the presentation of the

subject, and I'm more than happy to be

here with you guys and sharing some of

my expertise. So let's go and start the

conference. Okay, she already mentioned

some of my

credentials. I have been working in cyber

security at this point for over 41 years.

This is on my DNA a topic that I really

like and respect in love as I cannot

talk about any other topic in my life

before we go I have here a segment that

I put together for you okay digital

forensic best practice well

consideration number one just to break

off the eyes is that in the Lain of

cyber space where shs dance through ened

passage and data Whispers it Secrets the

digital detective emerg This Is Us the

digital forensic expert clat in lines of

code and armed with algorithms they seek

to youing Treasures of through and

solving anyma cyber crimes with a visual

magnifying glass this is what we do they

desect or we desect the digital tapestry

prevailing the footprints of elusive

cyber cul this is what cyber forensic or

digital forensic is about is stroke and

pixel holds a clue something that we can

use in our favor and in this mesmerizing

worlds of the digital era one and zeros

the app of digital forensic you Falls

youling the secret of the digital real

so forensic is about finding evidence

that can lead to a particular process it

can be a legal process it can be any

other kind of process but what is

digital forensic from my point of view

well I mention I guess already that I'm

working in cyber security for 41 years

my specializations are in penetration

testing data recovery and digital

currency have been working for the

police department at multiple places

doing digital forensic for l so I try to

put the easy definition for you from my

standpoint about what digital forensic

is digital forensic investigate digital

devices and electronic data to un cover

evidence please note that I don't say

electronic information I use the word

data

intentionally understand digital events

and TR illicit activities this is a key

component of digital forensic normally

speaking digital forensic happens of

course after the facts and the idea of

digital forensic is identifying phes

okay that lead to a particular data that

we can convey together and make a

conclusion it involves the systematic

collection preservation analysis and

presentation of digital evidence IL

legal proceedings and this is a key

today because we are technology defend

then and there are multiple States at

least in USA in some other countries in

which digital forensic is still in a

limbo because it's not accepted in the

court of law okay so this is very

important to keep in mind what are we

going to do from the digital forensic

standpoint the data collection process

and the analysis digital forensic

experts use specialized techniques and

tools to find out data from computers

smartphones networks and digital storage

media to support investigations and

resolve legal matter so this is

basically what the digital forensic is

about let's go and start with the

technical part which is the topic I like

more okay let's go and talk about those

30 best practices that I'm putting

together for you at the end of the

presentation you will be having the

opportunity to ask as many questions as

you like no number one you have to

follow the legal and ethical standards

for this particular first one I am not

going to make any comment I believe that

ethics is a component is a key component

of cyber security expert do we always

have to follow the rules we always must

follow the legal procedures in the

places in which we operate because every

single place is different component

number two resar the original evidence

this is a key okay you always have to

maintain the Integrity of the original

evidence to ensure it is admissible in

court any kind of manipulation any kind

of modification is going to end in

disqualification from the court system

document everything this is something

that technical people like me doesn't

like to much but when when it comes to

digital currency we have to document

every every single step we do we have to

do video recording of all the steps we

follow and we we want to make sure that

everything is documented and recorded in

the specific chronological order this is

a key component as well for the digital

forensic or investigation to be accepted

in the law in the code of law secur the

ass ensure that physical and digital

crime Maes are secured to prevent

contamination or

if you present anything in the court and

the opposite

part have the ability to prove that

something was not preserved the

conversation is over chain of custody

and I'm going to repeat that more than

once during the presentation I'm

sorry chain of custody is how you

establish and

maintain the evidence and the process

that facilitate how the track of the

track tring process is handled use right

blocking tools this is another key

component of digital forensic it means

that you have to use the the appropriate

hardware and software that allows for

right blockers when you are collecting

data to prevent alteration there are a

set of tools you can use and at the end

of the presentation I'm going to provide

you with the set of tools a specific set

of tools you can use as a a right

blocking tools verifies hashing or hash

values is how you calculate and compare

hash values to confirm data Integrity

there is a confusion about integrity

confidentiality and availability in

digital forensic the most important

component is integrity it means that we

have to do every single effort to make

sure that the data is not modified in

any possible ways from the time we

arrive to the

to the time that we present the evidence

in the Cod and after that as well so the

other component is collect volatile data

s okay it it make obviously perfect

sense so you have to prioritize this

type of data collection as it can be

lost or modified when the syst is

powered down for many of you what I'm

going to tell you probably is going to

sound not appropriate and this is the

following

assessment we have the perception we

have been told from the time that we

arrived to the school and even at work

that information or data data no

information data in R memory Random

Access Memory disappear when the

computer is shooting down back ER in

2019 I make a presentation similar to

this one for this Council as well in

which I prove that the data in R memory

can be recover okay so what we have been

learning in multiple places what you can

easily find in Google that data in Ram

is lost when the computer when the

computers are powered down is not

exactly correct the other component is

forensic Imaging you have to create

forensic image of a storage devices to

work with copies and always have to

preser the original evidence this is a

requirement in the court of law you must

pres the original evidence every single

time the other component is the data

recovery data recovery is very close

Associated to digital forensic for

obvious reason okay and you have to

employ a specialize tools to recover

deleted or hidden data this is also H

something to keep in mind and at the end

I'm going to provide some specific

applications you can use to do data

recover

timeline analysis you have to construct

and analyze timelines to understand the

sequence of event what happen first the

chronological order is a mandatory

requirement in the court of law you

cannot provide evidence in the court of

law in a random manner you have to

follow the specific chronological order

the other consideration is preserving

the metadata ensuring metadata Integrity

to verify The Source timing and

authenticity of the digital artifact you

are going to present in the court of law

use the non good reference data and it

means that you have to compare the

collected the collected data with non

good reference data to identify

anomalies this is in statistical process

statistic mathematic many times you have

to do to do that as well anti forensic

awareness you have to be aware of the

anti-forensic techniques and conent act

then there are multiple applications

that work against digital forensic so

you have to be aware of that and before

you start the digital forensic

analysis why you are doing or working in

the digital forensic data collection

process you want to make sure that you

don't have any anti-forensic awareness

tool install or appli ation in the

particular host or host in which you are

going to conduct the investigation other

very important component is cross

validation this is what brings actually

reputation and respect to the data you

are presenting in the court of law okay

so the standard operating procedures

very important component that is many

times Overlook at and it's about

developing and follow so be that

maintain or to maintain consistency this

is why documentation is key and it was

presented in a slide number one training

in certification is other component and

this is relevant the reason why it's

relevant I understand that you can learn

many things by yourself this is becoming

most popular as we become more

technology dependent this is normal and

is expected but certifications still

having a particular value and there are

multiple questions in certification

exams in general terms not only in Easy

couns certifications or others in which

most likely if you don't go through the

certification process you will never

find out and this is what people said or

some people said well this is a

theoretical information digital forensic

involve a lot of theoretical information

a lot remember that we are doing the

analysis is at a low

level from the technical standpoint so

theory is extremely important and

relevant when when we do forensic

investigation digital forensic the same

happens with the medical doctors when

the medical doctors do a forensic

analysis into a body of somebody that

pass away they also employ a lot of

theoretical knowledge they have been

accumulating digital forensic is not

different

the other consideration is the expert

testimony okay I am for example I live

in Miami Florida USA and I am one of the

11 experts certified by the legal system

in the 11 District meaning that when you

go to the court you have to be

classified as an expert in order to

provide comments and evidence otherwise

probably you know more than big about

technology but you will not be able to

speak in the court because what we said

in the court is relevant for the case

and with our wording or statement and

through the evidence we provide we have

the ability to put somebody in jail or

release this person from being in jail

so this is extremely important okay so

evidence storage this is one of the most

important component you oponent in the

cour or in your company is going to try

their best in order to Cho down what you

are presenting so you have to safely

store and protect evidence to maintains

its Integrity Integrity is the most

important characteristic or

consideration in digital forensic

without any other close to so Integrity

is everything in digital forening okay

data encryption there are multiple cases

in which is you are going to do digital

forensic in in encrypted storage devices

in encrypted data in encrypted

applications you you need to develop the

possibility to handle the encrypted data

and understand ention methods I have

between the Publications I have I have

over 25 Publications about different

topics and Concepts in cyber security a

few of them probably five or six are

specifically about encryption if we want

to do digital forensic we want to become

data encryption expert there is no other

ways I understand that multiple people

doesn't like math statistics physics Etc

but this is a requirement to do an

appropriate digital forensic assessment

is a necessity today okay the other

consideration and this is for the people

that love technology like me attend in

or watching this conference is Network I

am a big fan of network I have been

working in network straight for 41 years

my doctoral degree is in

telecommunications and cyber security so

network is on my DNA I love network over

every other other topic in Information

Technology network analysis is the

possibility for you to analyze Network

traffic logs and data to trace digital

Footprints I'm pretty sure that

everybody have a tool on M and of course

this tool most likely is part of the

tools that I have been that I'm going to

provide in the last slide for you guys

but network analysis today from the

digital forensic standpoint is

everything everything is Network related

one or another way mware analysis we

need to develop the possibility to

understand mware behavior and analys

and how those mwar impact on systems

this needs to be incorporated as part of

the cyber security analysis when you

perform digital forensic today Cloud

forensic I don't have to highlight how

important Cloud operation is okay we are

moving the operation to the cloud and

for the one that is still having or

ruling the operation on premise there is

a high expectation that sooner than

later to move the operation to the cloud

multiple convenience but the

consideration at this point is not the

benefit of all comes of the cloud from

the forensic standpoint when you do

Cloud forensic the situation is little

different from when you do a

investigations on premise so you have to

adapt methodologies for investigating

data in the cloud in dependently of the

cloud provided it doesn't matter if this

is AWS Google assur whoever it is the

operation in the cloud is somehow

different from the digital forensic

standpoint starting from the way you

access the

data remote forensic is the opportunity

to develop a skills for collecting and

analyzing data from a remote location

this is happening more frequent now as

we become more ping work related in

multiple cases my own company knowing my

job at the government but on my own

company I have been doing in the last

two years three years probably two years

so at more remote digital forensic that

probably never before in my life so this

is an important skill to develop as way

case management is the way we use

digital forensic case management to

organize and investigations I mention to

you I go to the court very often more

often than what I want very very often

okay and they goes and scrutinize every

single protocol you present every single

artifact every single document the

specific chronological order this is a

complex process it's not only collecting

the data the digital forensic data doing

the analysis and going to the court and

talking okay the process is much more

complex than this

collaboration collaborate with other

experts and I leave one in the middle

that I'm going to highlight in a few

collaborate with other experts law

enforcement or Organization for complex

cases cases are different in between of

course this is obvious and I know you

know that okay but you have some cases

sometimes in which the forensic analysis

become very complex on those particular

cases my advice is collaborate with

others okay you do better when you work

as part of the team and not when we work

independently and I es skip the data

privacy compliance for a minute because

this is relevant every single state

every single no

exception a state court operate on the

different requirements so you want to

make sure that you follow the Privacy

regulations in your specific place okay

and by the way I'm going to ask you a

question I'm not expecting any response

but the question is by any chance do you

know the specific digital forensic

regulations in the place you live ask

the question yourself and probably some

of you is going to respond no this is a

critical thing continuous learning you

need to F pass for what we do okay cyber

security is an specialization of it from

my point of view the most fascinating

Topic in the world in the planet this is

the only topic I can talk myself about

it for 25 hours without drinking water

this is my life I dedicate multiple

hours every single day seven days a week

even when it creates some personal

problems with my family Etc this is on

my DNA I encourage each of you if you

are not doing to dedicate your life to

become a digital forensic expert digital

forensic is one of the most fascinating

topics in the planet okay and you want

to be atten to this type of things

report and presentation when you go to

the court or when you present your

outcomes of all the digital foric

outcomes to your organization you want

to make sure that you use a clear

language you are concise and you go

ready for the presentation questions and

answers you never wants to go to the

court you prepared okay never in your

life this is not appropriate because at

the end your assessment have the

possibility to put somebody in jail or

somebody will be fired from the

organization or not so what we said is

relevant our wording have a huge impact

in other people's lives it's important

to be attentive to that one of the most

relevant topic that I have been using in

my practice is the use of artificial

intelligence in digital forensic since

2017 this is not a topic that is well

known at this point the reason why I

really want to share my experience

practical experience with you guys

digital evidence analysis how artificial

intelligence can help us well everybody

knows that we have multiple applications

that we can use in order to analyze

the different kind of media that can be

generated as for example text image and

videos artificial intelligence studes

have the ability to detect and flag

potential relevant content for

investigations especially from the

timing standpoint digital forensic is

extremely time consuming very very time

consuming it's extremely complex this is

probably along with data recovery the

most comp Flex specialization in cyber

security so the use of artificial

intelligence in our favor is very

convenient and at the end I'm going to

include as well or actually I included

in the list a particular artificial

intelligence tool that you can use in

your favor the other use of artificial

intelligence is par

recognition artificial intelligence can

identifies parents in data helping

investigator recognize anomalies or

correlations in digital artifacts that

may indicate the criminal activity and

out of the whole sentence the most

important question is the and no

question what the key word is

correlation how we correlate data by

using artificial intelligence the

process is going to be simplified

dramatically speaking based of my

personal experience the other component

is the NLP this can be used to

text based evidence including sh logs

and emails to uncover communication

patterns or hearing minuts the lot of

evidence that we collect about

65% is included in emails chats

documents Etc so this is when NLP plays

a predominant role artificial

intelligence in the digital forensic

analysis for image and video analysis

incredible benefits okay you have the

ability to analyze the multimedia

content to identify object pH and

potentially illegal or

sensitive content I'm sure that a word

is coming to your mind right now estigo

yes this is part of the estigo but it's

not similar of doing atigo by using a

particular application that when you

employ artificial intelligence tools

that are dedicated exclusively for

digital forensic the benefit is really

awesome predictive analysis machine

learning models can predict potential

areas of interest in an investigation

guiding forensic expert to focus on

critical evidence imagine that you are

analyzing the hard dve that is one

terabyte okay one terabyte hold a lot of

documents videos pictures sounds Etc you

know that okay you know that if you are

attending these conferences because you

are very familiar with information

technology C security digital forensic

well how you find the specific data un

need to prove something in the court of

law well you have to be very careful

about the pieces of data you pick for

the analysis otherwise probably your

assessment is not appropriate and again

every single word we said in the court

of law or in the organization that we

are working for are relevant it implies

that probably somebody will be in jail

for 30 years probably somebody if we

talking about a huge crime like an

assassination a child pornography abuse

that implies somebody that die Etc our

assessment is critical okay we become

the role of the main role player when

digital forensic is involved we have to

be very careful about the way we do it

this is not a joke is very serious okay

predictive analysis machine learning

models or artificial intelligence are

pretty close in this concept can predict

potential areas of interest in

investigation but we talk about that

detection artificial intelligence

driving security tools can identify

cyber threats and potential cyber crime

activities helping laws en foring cyber

security things respond effectively and

proactively more important we all the

majority of us have multiple tools that

we call

Proactive H in our place of work okay we

have different kind of monitors Etc but

the possibility to do something in a

proactive mode is really what we want

evidence authentication artificial

intelligence can assist in the

authentication of digital evidence

ensuring its integrity and the

possibility of this data to be admitted

in cour data recovery artificial

intelligence help with the recovery of

the data that have been deleted

intentionally or un intentionally it

doesn't matter when we do digital

forensic we want to have as much data as

we can that serves to make a case

against a particular party from the

malware analysis standpoint the dig the

artificial intelligence bring a lot of

speed and this is needed because again

you are looking for needle in a ton of

water okay or in a tone of sand and this

is very complex from the network

forensic standpoint we are customed to

use tools as for example wih everybody

knows wih and I know that well anyways

there are so specific artificial

intelligence tools for Network forensic

analysis nowadays and I included two of

those tools in the list in in the last

slide automated trace this is one of the

most important consideration for you to

consider artificial intelligence in the

digital forensic speed okay it basically

this is the possibility to do

correlation between large data sets case

priori artificial intelligence can

assist investigators in priority

prioritizing cases based on factors like

severity potential impact or resource

allocation and it means timing

predictive policing super important

because until today digital forensic is

always reacted more we react to

something that happen the possibility to

make predictions in digital forensic is

fantastic it never happened before this

is new at least for me I start using

artificial intelligence back on my own

company 2017 and I have been able to use

that in

multiple cases for the police department

in Miami and another two cities in

Florida Tampa in St Petersburg and the

result have been amazing document

analysis you know that NLP can extract

information from documents and analyze

sexual content for investigations

artificial intelligence minimize

dramatically speaking the time needed

for that emotional recognition everybody

knows what happened with the desp

algorithms okay so we can use artificial

intelligence basically to analyze videos

which is awesome because our eyes our

muscles in our eyes doesn't have the

ability to lie we can lie when we speak

or we can try but the eyes the reaction

to a particular stimulus cannot be high

or cannot be modified so this is unique

from the data privacy and compliance

also you have the ability to out autom

attic to automate B

automate the specific data you want to

include as part of your report okay now

digital forensic data acquisition step

from my standpoint after 41 years

preservation we already talk about this

documentation preservation is integrity

okay this is the most important

consideration categorically speaking in

any kind of digital forensic

investigation you have to preserve the

data as it is and remember you never use

the original data for your forensic

analysis never you always use copy and

to do copies you have to use a bit by

bit applications bit by bit you cannot

copy bites or you cannot copy even data

and forget it about information so

preservation is the most important thing

documentation we already know that

everything needs to be documented okay

from the crime machine office to the

last Point chain of custody one more

time and I guess that I'm I'm going to

mention this one more time because gain

of custody means or opens the door for

you to present a case in the court of

law or to basically have the ability in

your organization to prove that what you

are presenting is appropriate you have

to plan how are you going to collect the

data you have to plan with anticipation

the specific tools you are going to use

what methods are you going to consider

in your data collection process this is

relevant and you always have to consider

the coms coms is probably more important

than PR when you select or decided to

use a particular application for the

data acquisition you always want to

focus on the negative people usually

tends to talk about the positive oh I

like why the Shar because this and that

it's better that you focus on the

negative in Information Technology

everything has cross and comes no

exceptions exceptions do not exist there

is not one exception everything positive

have something negative in information

technology and this is what you want to

focus on it to avoid problems at the end

Okay so

how about the verification process you

have to verify before you work with the

real data that the tools and methods you

selected work okay you never want to

mess up with the original data needed

with a copy you want to test in a test

environment your tools your methods your

approach the steps you are going to

follow is very time consuming it is but

by the way it's also very well paid is

very well paid the only thing I can tell

you that it's very well paid you have no

idea if you become a cyber security

expert and specialize in digital

forensic this is where the money is and

trust me this is where the money is okay

I'm telling you first person duplication

we talk about that already the only way

to do that is by creating bit forbit

image there is no other ways okay this

is why you you want to use PR blocking

devices software and Hardware I

mentioned that before Tex rooms and

hatching different concepts that some

people are still confusing about it okay

there is a huge difference between the

two the main one is that Asing is a

oneway function you go from the left to

the right and usually you don't have the

ability to come back to replicate the

process of course if you have the

algorithms on hand then you can do

reverse engineering this is obvious but

this is not what happen in regular

conditions okay so check zoom and

hatching both minimize the possibility

that you mistake in your digital

forensic ER

analysis the other component is

acquisition okay so how are you going to

collect the data what particular tools

are you going to use you always have to

maintain a strict R only access to the

source if you have the ability to

manipulate the data in the source you

have the ability to tamper with actually

the most important consideration out of

the CIA which is integrity if the

opponent is the opposite part to you in

your organization the defendant in other

words have the ability to prove that

the the original data or source can be

manipulated in any way the conversation

is 100% over and the case will be

dismissed categorically speaking it's no

more conversation so this is a humongous

responsibility when it comes to data

acquisition what protocols you use what

the specific tools how do you plan it

how you document is a very painful

process in other words okay now data

recovery we already talk about the

complexity of finding a needle in a tone

of s this is super complex okay but it's

doable the only thing you have to use is

the appropriate tools and you you need

to have a specific plan because every

single case is 100% different digital

signatures sign the acquire data in

hatches with a dig digital signature for

authentication there are multiple cases

today in which H signatures are not

accepted anymore in the go government I

am a Federal Officer for the US

Department of Commerce in USA in the

government we are not allowed to sign

anything by hand for many years back

many years okay digital signatures have

a specific component that minimize

dramatically speaking the possibility of

replication and this is why this is

accepted in the court of law

verification R verifies the Integrity of

that Qui image by comparing hash values

with those calculated before the hash

values must be exact no difference not

even in one

0.001 percentage most much 100%

categorically speaking otherwise the

court is going to dismiss the case as

well or the organization probably is not

going to take the appropriate action vus

in a particular individual or problem or

process okay LS and no we already talk

about documentation at the beginning you

have to actually make sure that

everything is timestamped as I mentioned

before at the beginning digital forensic

must be collected in a particular order

analyzed in the similar Manner and

presented in the report in the specific

order in which the process was done

otherwise the process is going to be

disqualified and this is exclusively at

this point our own responsibility and

nobody else okay the storage we already

know that gain of custody is one of the

most important component there are

multiple forms depending of the state in

which you live and the countries as well

that you have to follow anything if you

miss a check mark or if you put a check

mark on those particular forms you are

basically dismissing you the case you

intentionally the court doesn't work in

the way many of us believe okay we have

the possibility to put somebody in the

electric share or to release to provide

to this particular individual or

organization what we said is relevant

okay this is very important the brift

you always have to be in Comm

communication with all parties both the

one presenting the digital process or

ruling the process and the other part as

well you cannot hide anything Zero from

your opponents in the court of law or

for the defendant part never in your

life this is why the first bullet in the

whole presentation was as you may

remember ethics okay in digital forensic

we provide what we known to the other

parties as well even to the defendant to

the opponents every single time no

exception and we provide every single

artifact with the most clear possible

explanation to the opponents this is how

the digital forensic process work

otherwise it will be dismissed as well

in the court steing you have to make

sure that every single piece of digital

evidence is

properly still then that you follow the

process by the book again if you Skip

One Step just one out of 100 or 200s

depending of the case the case is going

to be this measure no exceptions the Cod

goes by the book as you can imagine and

your opponent is going to be very

attentive to to the minimum possible

failure to dismiss the case okay so how

you transport the data from one place to

the other place chain of custody this is

the key component chain of custody data

encryption you have to make sure that

you prevent or actually Pro prevent a

Integrity manipulation and you always

want to meure the confidentiality of the

data CIA we already talked about the

component confidentiality Integrity

availability from the digital forensic

standpoint the most important no

exception is integrity and also the

confidentiality okay so from the

recovery image standpoint you always

want to have a duplicate for validation

and reanalysis and remember that you

always want to work with a copy of the

digital evidence 100% of the time no 9

you have to preserve the original

evidence this is part of our

responsibility and this is why we do bit

by bit analysis and bit by bit copy it's

complex okay now a specific step in

digital forensics to analyze the

collected data at this point you already

went through multiple process and spent

a lot of time how do you analyze the

data you have because you are going to

have probably terabytes of data okay

well you have to make sure that hashing

and TS digital signatures and the chain

of custody have been followed data

priorization what happens and what is

more relevant you cannot present in the

court two terabytes of data or 2,000

Pages this is Irrelevant for the case

okay you have to make sure that you use

keywords in order to provide a solid

report to the court for this particular

case for the keywords artificial

intelligence have been proven to me that

is of huge help file caring you have to

use a specialized tool to recover files

that may been deleted or you

intentionally hiting timeline analysis

we talk about you have to do everything

by following a particular sequence of

activities in other words you have to

present and do the analysis in

chronological order in the way that you

collect the data this is the exact way

you do the analysis and later you do

correlation okay but you have to follow

a particular chronological order data

recovery you have to do your best to

reconstruct the data that have been

deleted or probably damaged even by a

physical or electronic condition in the

storage media the metadata analysis is

also complex okay this is the next

component after the time the timeline

analysis metadata includes multiple kind

of data so this part of the analysis is

going to be complete colle and more time

consuming than the data collection and

the data collection is already very time

consuming content analysis you have to

be very careful because this is

basically what the forensic analysis is

going to be parent recognition how you

can match one bit of data with another

bit okay is there any association

between bits between bites between data

between words this is a iCal

component communication analysis again

you want to make sure that you include

everything emails today are probably the

most relevant component of digital

forening analysis you wants to make sure

that you master email analysis as well

data encryption you always have to keep

in mind the confidentiality and when we

are talking about the recovery or the

recovery image I mentioned that as well

similar to the chain of custody before

because you always have to pres the

digital the original data evidence

examination you want to make sure that

you verify the Integrity of the data you

have been acquiring including hash value

digital signature and the chain of

custodies we talk about this already

this is a repeat of the slide by the way

okay so database examination and you

foring a duplicate slide so this slide

is the same to this okay so my apology

for that it's my fault data database

examination investigate databases for

valueable valuable information including

structure data and locks entries Etc

media analysis this is a very complex

process because it's usually about atigo

or include testigo and this is about

image videos audios geolocation in

digital signatures Network traffic

analysis tools as why the Shar h but my

suggestion is that you use all the tools

that are part of the artificial

intelligence applications we can use

today and are available in the

market estigo is always complex okay

because stigo include not only image but

in many cases audio as well and this is

very complex time consuming you always

wants to make sure that you use the

appropriate estigo analysis techniques

and that are multiple specific for

volatile analysis as I mentioned before

there is multiple ways to do

data acquisition from RAM memory when we

turn off the computer all the data from

Ram doesn't goes off this is what

everybody said this is what Google said

this is what people that never do

forensic investigation repeat this is

not appropriate if you know how to do it

and again I make the presentation for e

councel in 2019 if you Google my name in

this presentation you will be able to

find a particular video in which I was

able to recover data from RAM memory

after the computer was took down took

down believe it or not go for the other

presentation that this is DC councel

database and you will be able to see the

video okay comparison you have to do

cross reference every single time to

make sure that the data you identify is

appropriate and you always identify

identity deviations and

inconsistency before you do the final

report I told you already when you

present the report in the court of law

and minimum mistake something minimum

will be disqualified in the case for

example in this presentation I include

IED by mistake this slide and this slide

if I do that in the in the court of flow

is

dismiss okay that's it it's no more

conversation the emotion analysis we

have talk about that we are talking

about persons digital evidence is always

related to people in process processes

applications Hardware software so we

want to make sure that what we present

is accurate and from the documentation

at some point it was the second point in

the presentation we have to document

everything reporting is about compiling

in a clear and comprehensive manner

including summaries methodologist and

supporting evidence you have to include

or at least in my case I always include

the recordings of everything I do

everything means even if I open my

personal email or if a notification come

to my computer and I open something in

my my in my WhatsApp for example this is

part of the recording as well okay so

you have to make sure that you provide

an expert testimony in order to do that

you have to be an expert in digital

currency Feer review consult with other

with your partners with the opponent

with the defendant part before you

present it's not that you are going to

modify to report because the defendant

doesn't like it this is not what I'm

telling you it's just that you are going

to provide the report and by the way you

must provide the report to the defendant

before you go to the Court by the time

you stand up in the court everything

needs to be done the other part need to

know exactly what you are going to

present this is how the legal systems

work okay with deceptions of very few

countries but in the world this is how

it work so the quality assurance is just

making sure that what you present is

appropriate the case management is how

you use the digital forensic and manage

system to track everything in analysis

process and from the data privacy

compliance I told you already every

single place every single City every

single state operate under different

conditions popular tool for digital

forensic few of those in Cas

autopsy Access Data everybody know how

is a forensic tool kit hway forensic

celebrity vola volatility wi sh

everybody most likely know oxygen

forensic detective and the digital

evidence and forensic tool kit so some

of those are included in Cali others do

not some are open source others are

extremely expensive for example in case

which is very very expensive some

relevant reference about digital

forensic I prefer to use keywords and

not particular reference or books

because I don't recommend any specific

book instead the combination of content

and knowledge and expertise but some

words or key words you can use if you

want to expand more in digital forensic

are digital forensic best practice

challenge iMobile digital forensic

Network forensic techniques Cloud

forensic investigations Internet of

Things forensic memory forensic analysis

because you want to stop repeating what

you have been learning for years when

you took down the computer with the

computer is turn it

off and there is a lot of data that

remains in r memory for a particular

amount of time of course okay so try to

expand on this topic malware analysis in

digital forensic and cyber security and

digital forensic Trends those are

keywords that will be facilitating your

expansion or you expanding on digital

forensic knowledge other

considerations are some particular

journals okay I in this case I'm going

to risk and recommend the digital

investigation that is published by xier

is one of the top in the world the other

one is the Journal of digital forensic

security and law and forensic science

International digital investigation

report I'm open to any question you may

have and one more time I want before I

close my lips I want to sincerely thank

you EC Council for another opportunity

to talk about this fascinating topic

thank you very much for all the staff in

the e Council that work tily who made

this presentation a possibility and

thank you so much as well for you guys

attending the conf the conference and

for the questions that you may

ask thank you very much Dr Lewis for

such an insightful and informative

session that was really a very

interesting webinar and we hope it was

worth your time too now now before we

begin with the Q&A I would like to

inform all the attendees that EC

council's CH maps to the forensic

investigator and the consultant digital

forensics anyone with the chfi

certification is eligible for 4,000 plus

job vacancies globally with an average

salary of

$95,000 if you're interested to learn

more andly take part in the poll that's

going to be conducted now let us know

your preferred mode of training and we

will reach out to you

soon

uh Dr L shall we start with the

Q&A yes I'm ready

for okay our first question is how to

prove in court of law that the collected

evidence is from the same object and not

collected from any other

object this is a very important question

I really appreciate the clarification on

this topic as I said we have to be very

careful about the way we collect the

data when we are talking about objects

objects are associated to bits not to

bikes only but Bits And as I mention

multiple times when we do the copy of

the original data we want to make sure

that we always do bit by bit when you do

bit by bit and not B by B because a bit

implies up to 3.4 volts in electricity

we are eliminating the possibility of

mistake objects are bigger a bit do not

constitute an object objects are formed

by multiple bits this is why we have to

do the analysis bit by bit and I

mentioned that multiple

times thank you for answering that

question our next question is what kind

of forensic data can we obtain from the

encrypted data where the key is not

available to decrypt the

data could you please repeat the

question what kind of forensic data can

be obtained from the encrypted data

where the key is not available to

decrypt the

data you encryp

data uh I'll just P the question to you

on chat uh Dr

Ls I'm not watching the chat right now

something happened

I'm not watching the

shat sorry H long hello hello hello can

you hear

me yes I can hear you yes I have posted

the question on the chat Dr leis okay

okay please yes I have already pasted

okay let me check

here

okay give me a second okay what kind of

forensic data can be obtained from

encrypted data oh okay okay well this is

another misperception okay everybody

knows that when the data is encrypted we

cannot open the data or the particular

file document video any kind of Digital

forening Data let me tell you something

there are multiple forensic tools that

have the ability to decrypt the data

even when we don't have the key this and

I understand the key component and I

understand that the two type of

encryptions symmetric and asymmetric and

as I said I have multiple Publications

about

encryption ER but there is most likely

always the possibility to encrypt data

without having the encryption key I

understand that it doesn't sounds

popular it's not what we hear every

single time but when we spend specialize

on digital forensic we have usually the

tools we need to decrypt the data

especially if you are using artificial

intelligence also in the government at

least in the US government in my

operation in the operation I direct I

handle I supervise we are using

artificial intelligence for multiple

things in cyber security since

2017 and we are also using Quantum

Computing Quantum Computing is not not

coming quantum computer is in use in the

US government for years now so we are

using Quantum Computing for years there

are multiple ways to decrypt the data

when the encryption key is not available

multiple ways multiple applications as

well that help with the process it's

very time consuming but there is a

possibility for that and this is a great

question because the question is okay

how about the hard drive is encrypted

there is nothing that I can do right no

this is not like that there is always

ways to decrypt the data always it

doesn't matter how strong the encryption

is but you need to have the appropriate

tools of place for example I'm going to

mention just one in case when I present

this some tools that I suggest before I

said that in case is very expensive in

case do magic between quotation man in

case do multiple things that we don't

learn in the school

okay so I can see the other question

here how to adapt to investigation in

the cloud since the clouds provided do

not allow most of important operation to

access media when you have to do a case

or conduct digital forensic in the cloud

the cloud providers 99% of the time I

don't want to say 100 because I don't

want to risk on that but usually the

cloud providers include in the SLA in

the service level agreement what is

going to happen if a digital forensic or

any kind of Investigation needs to do

needs to be performed in the cloud space

so most likely the cloud operator is

going to facilitate access to everything

you need sometime you have to move and

go physically to the place in which the

data is

host don't believe that the cloud

provider doesn't know where the data is

host we know where the data is host

specifically I have been in San Diego

California and another States in Hawaii

back in

2019 as well doing forensic

investigation in a cloud environment it

was actually for something government

related and I was given the permission I

need to do any kind of Investigation so

Cloud providers facilitate forensic

analysis because forensic analysis are

usually related to legal cases there are

multiple cases in which in USA we don't

have access to this data and I'm going

to mention an example Tik Tok Tik Tok

the problem between the US government

and Tik Tok is that when Tik Tok get the

authorization to operate in USA the

government was one step behind behind

Okay and we don't regulate Tik Tok at

this point Tik Tok has the ability to

prevent forensic investigation in the

Tik Tok platforms for the US government

cour system or legal system okay but

again usually Cloud providers facilitate

investigation in the cloud 100% they

cooperate in every single manage they

have to facilitate the forensic

investigation thank you for answering

that question uh we'll take last

question for the day uh what is the best

open source free tools for social media

forensics there is no best open source

tool that is a combination of tools

number one digital forensic cannot be

performed categorically speaking with

one or two tools this is a complex time

consuming and expensive process I made

some suggestions it's included in the

slide ER let me see a slide

slide

number

16 okay this is the slide in which I

include in case autopsy the S some of

them are upper cases as I I'm sorry open

source as I mentioned before but there

is not a particular tool or two or three

tools that I will recommend because in

top of that every single forensic

investigation is about the different

process you cannot use the similar tools

this is why there are very at least in

USA very small amount of organizations

companies that specialize in digital

forensic as my company does the reason

why is because between many other things

lack of expertise and

expenses okay so I do not recommend a

particular tool instead the combination

of tools there are multiple open source

I mention a few in a slide number 16 of

my PowerPoint presentation but again

those are not sufficient those are the

most popular and

strong ER more accurate uh tools that

you can use for digital forensic but a

particular tool one or two to do

forensic investigation it doesn't exist

is impossible

doesn't thank you again to our wonderful

speaker Dr Lewis for answering those

questions and for the great presentation

and knowledge shared with our Global

audiences it was a pleasure to have you

with us and we are looking for more and

more sessions with you before we

conclude the webinar Dr LS would you

like to give a small message to our

audiences

please well no just want to thanks

everybody again the one that work

tiously behind the presentation to you

in e Council as always thank you very

much for the support for all the

attendees I hope you learn something new

let me clarify that every single content

wording words Etc that I have been

presenting for you is my original

creation 100% not

99.99 but 100% categorically speaking

and I put together those notes and

reflection for you guys with the hope

that you can come back to your

organization and ser better that you can

become a public servant

ER and go to the court and testify in

favor of the park that deserve your

benefits and I sincerely thank you for

the opportunity to share my expertise

with you guys have a nice weekend okay

thank you very much for the time in

question thank you so

much thank you so much Dr Louis for your

message before we end the session I

would like to announce the next cyber

talk session why are strong foundational

cyber securities skills essential for

every IT professional which is scheduled

on November 8 2023 this session is an

export presentation by Roger Smith

director car Managed IT industry fellow

at Australian Defense Force Academy to

register for this session please do go

visit our website

www.ccu.edu cybert talks the link is

given in the chat section hope to see

you all on November 8th with this VN the

session with this you may disconnect

your lines thank you thank you so much

Dr leis pleasure having you

likewise thank you very much for the

opportunity thank you have a good day