Cybersecurity in the age of AI | Adi Irani | TEDxDESC Youth

TEDx Talks
4 Jan 202407:59

Summary

TLDRThe speaker emphasizes the critical role of data security in our increasingly digital world, highlighting the potential for AI to be misused by hackers to create malware and exploit codes. They illustrate the threat with an example of an AI-generated virus and discuss the prevalence of social engineering attacks. The talk concludes with strategies for leveraging AI to enhance cybersecurity, such as using generative models to parse legal terms and detect social engineering, emphasizing the collective responsibility to ensure data security for a safer digital future.

Takeaways

  • 🔒 Data security is paramount as our reliance on data-driven technologies increases.
  • 🚀 AI's potential for generating malware and exploit code poses a significant threat to cybersecurity.
  • 🤖 AI can be used by hackers to craft convincing social engineering attacks, making it harder to distinguish between real and fake content.
  • 📈 The success rate of phishing attacks has significantly increased when personalized, highlighting the effectiveness of AI in social engineering.
  • 🚨 Major companies, like Toyota, have suffered from severe data breaches, emphasizing the need for improved cybersecurity measures.
  • 🔎 AI can be a double-edged sword, used both to create threats and to bolster defenses in cybersecurity.
  • 🛡️ Utilizing AI to read and understand lengthy terms and conditions can help users make informed decisions about data privacy.
  • 👀 AI can assist in detecting social engineering attacks by recognizing patterns in the content it can generate.
  • 💼 Programmers can leverage AI to automate mundane coding tasks, allowing them to focus on more critical security aspects.
  • 🌐 Collective responsibility is essential for ensuring the security of the tools that drive technological advancements.

Q & A

  • What is the main focus of the speaker's talk?

    -The main focus of the speaker's talk is the security and safety of data in the face of increasing cyber attacks and data breaches, particularly in the context of advanced technologies like AI, IoT, and self-driving cars.

  • Why is data considered the 'new gold'?

    -Data is considered the 'new gold' because it is a valuable asset that drives various technologies and operations in our daily lives, much like how gold has historically been a measure of wealth and value.

  • What is the significance of the speaker mentioning AI's ability to write malware?

    -The speaker highlights AI's ability to write malware to underscore the potential dangers of AI falling into the wrong hands. It demonstrates that AI can be used to create sophisticated and hard-to-detect viruses, which poses a significant threat to cybersecurity.

  • What is a polymorphic, self-encrypting virus and why is it concerning?

    -A polymorphic, self-encrypting virus is a type of malware that can change its appearance, making it difficult to detect and track by antivirus software. It is concerning because it can evade security measures and remain undetected, potentially causing significant damage.

  • Why are companies like Toyota vulnerable to data breaches despite their size?

    -Companies, even large ones like Toyota, can be vulnerable to data breaches due to neglecting cybersecurity measures. The speaker cites a decade-long data breach at Toyota as an example of how even major companies can suffer from inadequate cyber policies.

  • What is social engineering and how does AI contribute to it?

    -Social engineering is a type of cyber attack that involves manipulating humans to perform actions or divulge sensitive information. AI contributes to social engineering by generating convincing and personalized content that can trick individuals into falling for scams or revealing information.

  • How can AI help in fighting back against cyber threats?

    -AI can help fight back against cyber threats by reading and understanding complex terms and conditions to inform users about data handling practices, detecting social engineering attacks by recognizing patterns in generated content, and automating mundane coding tasks to allow programmers to focus on more critical security aspects.

  • What is the role of generative AI in enhancing cybersecurity?

    -Generative AI plays a role in enhancing cybersecurity by automating the detection of social engineering attacks, helping users understand how their data is handled by companies, and assisting programmers in writing secure code, thus contributing to a robust cyber strategy.

  • Why is it important for everyone to be responsible for cybersecurity?

    -Everyone should be responsible for cybersecurity because it is a collective effort that protects individual data and ensures the safe use of technologies that are integral to modern life. The speaker emphasizes that cybersecurity is beyond any single individual and is crucial for the advancement of society.

  • What is the speaker's final message regarding the use of AI and cybersecurity?

    -The speaker's final message is that to truly progress and 'go beyond the human,' it is imperative to ensure that the tools used for this progress, such as AI, are safe and secure. This underscores the importance of considering cybersecurity in the development and use of advanced technologies.

Outlines

00:00

🔒 The Vulnerability of Data in the Digital Age

The speaker begins by emphasizing the critical role of data in modern technology, such as IoT, self-driving cars, AI, and neural interfaces. They raise concerns about data security, questioning the adequacy of measures to protect data from cyber threats. The talk focuses on the escalating risks of cyber attacks and data breaches, highlighting the potential for significant long-term damage if cybersecurity is neglected. The speaker warns of the dangers of AI being used by hackers to write malware and exploit code, demonstrating this with an example of an AI-generated polymorphic virus. They also touch on the underreported issue of major companies, like Toyota, suffering from data breaches, emphasizing the need for improved cybersecurity measures.

05:02

🛡 Combating Cyber Threats with AI

In the second paragraph, the speaker discusses the increasing difficulty in distinguishing between AI-generated and authentic content, citing a study that shows personalized phishing attacks have a high success rate. They argue that data security is not just a technological issue but a personal one, as it can be used to manipulate individuals. The speaker suggests using AI generative models to read and understand complex terms and conditions, to detect social engineering attacks, and to write routine code, thereby allowing developers to focus on more critical security aspects. The talk concludes with a call to action for everyone to take responsibility for cybersecurity, emphasizing that it is essential for the advancement of society.

Mindmap

Keywords

💡Data Security

Data security refers to the measures taken to protect an individual's or organization's data from unauthorized access, use, disclosure, disruption, modification, or destruction. In the video, the speaker emphasizes the importance of data security in an era where data is considered the 'new gold.' The script highlights the increasing reliance on data for various technologies, such as the Internet of Things, self-driving cars, and AI, making it crucial to ensure that data is secure from hackers, as exemplified by the speaker's concern about the escalating cyber attacks and data breaches.

💡Cyber Attacks

Cyber attacks are attempts to damage or disrupt computer systems, networks, or data. The video script mentions the exponential growth in the size and severity of cyber attacks, which underscores the urgency of addressing data security. The speaker uses the example of Toyota's decade-long data breach to illustrate the real-world consequences of neglecting cyber security, highlighting the vulnerability of even major corporations to such attacks.

💡AI and Malware

The script discusses the capability of AI to assist in writing malware, which is malicious software designed to infiltrate or damage a computer system without the owner's informed consent. The speaker demonstrates this by asking an AI to generate a polymorphic, self-encrypting virus, a type of malware that can change its appearance to evade detection by antivirus software. This example from the script illustrates the dual-use nature of AI, which can be harnessed for both beneficial and harmful purposes.

💡Social Engineering

Social engineering is the act of manipulating people to perform actions or divulge confidential information. The video script points out that 41% of major breaches occur due to social engineering attacks, where hackers exploit human psychology rather than technical vulnerabilities. The speaker provides a hypothetical scenario involving 'John Doe,' where AI is used to craft a convincing script that could trick him into clicking on a malicious link, demonstrating the potential of AI in facilitating such attacks.

💡Polymorphic Virus

A polymorphic virus is a type of malware that can alter its code structure to avoid detection by antivirus software. The script describes an AI-generated polymorphic, self-encrypting virus, which changes its appearance at will, making it difficult to track and undetectable by most antivirus solutions. This example is used in the video to illustrate the advanced capabilities of AI in creating sophisticated threats to cybersecurity.

💡Data Breach

A data breach occurs when unauthorized individuals gain access to sensitive information. The video script references Toyota's data breach, which compromised millions of user accounts over a decade. This example is used to highlight the severity of data breaches and the long-term consequences of inadequate cybersecurity measures.

💡Cybersecurity

Cybersecurity encompasses the technologies, processes, and practices designed to protect networks, devices, programs, and data from cyber attacks. The speaker in the video emphasizes the need for robust cybersecurity measures to safeguard against the growing threat of cyber attacks. The script calls for a proactive approach to cybersecurity, suggesting that it is a shared responsibility and critical for the advancement of technology.

💡AI Generative Models

AI generative models are systems that can create new content, such as text, based on patterns learned from existing data. The video script suggests using these models to read and understand lengthy terms and conditions, helping users make informed decisions about how their data is handled. This example illustrates the potential of AI to assist in enhancing data security and user awareness.

💡Personalization in Cyber Attacks

The script mentions a 2021 study that found personalized phishing attacks have a success rate of 51%, highlighting the effectiveness of personalization in cyber attacks. Personalization makes attacks more convincing by tailoring them to the target's specific circumstances, as demonstrated in the hypothetical scenario involving 'John Doe.' This keyword emphasizes the need for vigilance against attacks that appear increasingly genuine.

💡Smart Devices

Smart devices, such as Amazon Alexa or Google Home, are internet-connected devices that can collect and process data. The video script uses these devices as examples of how personal data can be collected and potentially compromised, emphasizing the ubiquity of data collection in modern life and the importance of securing this data.

💡Cataclysm

In the context of the video, a 'cataclysm' refers to a disastrous event that could result from the failure to address cybersecurity issues. The speaker warns of a potential cataclysm where personal data becomes the victim of increasingly sophisticated cyber attacks, underscoring the urgent need for improved cybersecurity measures to prevent such a catastrophe.

Highlights

Data is increasingly important in our daily lives, with technologies like IoT, self-driving cars, and AI relying on it.

The security of data is a major concern, especially with the rise in cyber attacks and data breaches.

Neglecting cybersecurity can empower hackers and lead to significant long-term costs.

AI models like OpenAI, ChatGPT, and GitHub's Copilot are powerful tools that can be misused by hackers.

AI's ability to write malware and exploit code poses a significant threat to internet infrastructure.

AI can create polymorphic, self-encrypting viruses that are difficult to detect by antivirus software.

Hackers can use AI to craft convincing social engineering attacks that manipulate humans.

AI-generated content is becoming increasingly difficult to distinguish from real content.

Personalized phishing attacks have seen a success rate jump from 18% to 51%.

Data security is crucial as it can be used by hackers to control individuals like a puppet.

Cybersecurity must be a collective responsibility to ensure the safety of the tools we use.

AI can be used to read and understand long terms and conditions to help make informed decisions about data handling.

Generative AI can detect social engineering attacks by recognizing patterns in the content it generates.

Programmers can use AI to write boilerplate code, allowing them to focus on more critical aspects of system security.

A robust cyber strategy involving AI can secure data efficiently and effectively.

The importance of considering cybersecurity in our pursuit of technological advancement is emphasized.

Transcripts

play00:04

ladies and gentlemen data is the new

play00:07

gold we are becoming more and more

play00:09

involved with it in our daily lives

play00:12

whether it be the Internet of Things

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self-driving Cars Smart AI or even the

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up and cominging neuralink all of them

play00:18

rely on the flow of data to operate with

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increasing Reliance on data to drive

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day-to-day operations this begs the

play00:24

question how do we know that all of this

play00:27

data is secure and safe from the hands

play00:29

of hackers

play00:30

this is a question that goes mostly

play00:32

unanswered and will be the main focus of

play00:34

my talk today with cyber attacks and

play00:37

data breaches escalating exponentially

play00:39

in size and severity neglecting cyber

play00:41

security is an issue that empowers

play00:44

hackers Beyond anyone's wildest

play00:45

imaginations and a mistake that will

play00:47

cost us colossally in the long

play00:49

run now in order to truly go beyond the

play00:53

human in order to truly move forward as

play00:55

a species we must ensure that the tools

play00:57

we use to do so are safe and secure for

play00:59

every everyone to

play01:01

use now I would like to set the scene

play01:04

I'm sure you've all seen the advanced AI

play01:07

models and their magical capabilities uh

play01:09

open AI uh chat GPT Google's B github's

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co-pilot you name it you some of you

play01:15

might have even used it to increase your

play01:17

productivity tenfolds ladies and

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gentlemen what if I told you that you

play01:21

were not the only people using these to

play01:24

increase your

play01:25

productivity as it stands like a dog is

play01:28

a man's best friend AI is a hacker's

play01:31

best friend and it proves a surprisingly

play01:33

capable assistant in manipulating both

play01:35

the human and the

play01:37

computer now this brings me to my first

play01:41

point which is ai's ability to write

play01:43

malware and exploit code now while AI

play01:47

models are centuries even Millennia away

play01:49

from actually replacing programmers

play01:51

that's not to say that they aren't

play01:52

efficient at writing code namely

play01:55

dangerous code that can be used against

play01:57

internet infrastructure and systems

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worldwide to prove prove my point I

play02:01

asked a nondescript AI to write me

play02:05

malware now disclaimers do not under any

play02:08

circumstances do this this is for

play02:09

educational purposes only that being

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said this is its response and here is

play02:16

what it

play02:17

returned Now ladies and gentlemen this

play02:20

right here is a polymorphic

play02:22

self-encrypting virus what this virus

play02:25

does for those of you who are unfamiliar

play02:26

with computer terminology is it is a

play02:29

virus that can change its appearance at

play02:31

will which makes it very very difficult

play02:33

to track and basically makes it go

play02:35

undetected by most antivirus Solutions

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today now keep in mind ladies and

play02:39

gentlemen that this was created in

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seconds by a board high schooler imagine

play02:44

what a hacker with more Ingenuity and

play02:46

more time on their hands can do is this

play02:48

terrifying you yet it gets

play02:52

worse consider the fact that most

play02:54

companies nowadays neglect cyber

play02:57

security yes even the major ones for for

play02:59

example Toyota in May 2023 released

play03:03

released the fact that they had been the

play03:05

victim of a decade long data breach

play03:08

which compromised millions of user

play03:10

accounts with cyber attacks increasing

play03:13

rampantly and becoming much more Savage

play03:17

and companies stagnating and refusing to

play03:20

improve their cyber policies this stands

play03:23

to lead to a cataclysm ladies and

play03:25

gentlemen in which your data is the

play03:28

victim

play03:30

now the intrinsic value of AI to a

play03:33

hacker is not in its ability to write

play03:35

bad code it is actually in its ability

play03:37

to manipulate people social engineering

play03:40

is a class of attack that is becoming

play03:42

increasingly more prevalent with 41% of

play03:44

major breaches happening due to uh this

play03:47

type of attack now it it is an attack

play03:50

which involves a hacker manipulating a

play03:53

human and coercing them into try uh into

play03:55

doing their

play03:56

bidding so AI can also help with this in

play04:00

a very very efficient manner now now

play04:03

let's take a look at this from the hands

play04:04

of a hacker right so here is our victim

play04:07

John Doe so we want is Bank details the

play04:10

first step is we basically compile a

play04:12

list of public information so we found

play04:15

online via social media and other forums

play04:17

that he's 23 he's Junior analyst uh he's

play04:20

a bit of a hustler and he's kind of

play04:22

struggling with his finances so we Ed

play04:24

this and feed it to this AI model once

play04:26

again non descript for legal reasons and

play04:29

it returns a very very efficient very

play04:33

very convincing script over here which

play04:37

is sent which would be sent in an email

play04:39

to him which would get him to click on a

play04:40

mips link now this uh email prompt uses

play04:46

time urgency and consequences introduces

play04:49

consequences in order to get him to

play04:51

click on a link now Ladi and gentlemen

play04:54

you might think that oh yeah this is

play04:55

just a simple scam email I won't fall

play04:57

for this well I have two things is safe

play04:59

to that both of them indicate that you

play05:01

are wrong first off it is becoming

play05:03

increasingly harder for people to tell

play05:05

the difference between AI generated

play05:07

content and real content and second off

play05:09

a 2021 study conducted by it firm AAG

play05:13

looked into fishing attacks and found

play05:15

that the success rate jumped from 18% to

play05:17

51% when the attacks were personalized

play05:19

like we did here now ladies and

play05:23

gentlemen that is a coin toss

play05:25

probability do you want the Integrity of

play05:27

your

play05:28

data reliant on a coin

play05:31

TOS now some of you might roll your eyes

play05:34

At The Mention of your data think it's

play05:35

completely different completely separate

play05:37

from who you are as a person and think

play05:39

it has no bearing on your life well

play05:42

let's contextualize this ladies and

play05:43

Gentlemen let's play a game raise your

play05:46

hands if you have bought something

play05:48

online at any point in

play05:51

time raise your hands if you have

play05:54

private documents on your computer or if

play05:56

youve done something private

play05:58

online

play06:00

raise your hands ladies and gentlemen if

play06:02

you have a smart device such as an

play06:04

Amazon Alexa or Google home sitting in

play06:06

your house right

play06:07

now the majority of you said yes ladies

play06:10

and gentlemen all this data act as

play06:13

strings to which a sufficiently skilled

play06:15

hacker can control you like a puppet as

play06:17

a result security of your data

play06:20

matters now we've kind of looked at how

play06:23

exactly hackers can use modern

play06:25

Technologies to kind of uh you know

play06:29

Havoc start chaos but one thing I think

play06:32

that is even more important is how do we

play06:34

fight back Where Do We Go From Here

play06:36

simple We Fight Fire with Fire so you

play06:41

can use these AI generative models as

play06:43

well to uh read Kafkaesque absurdly long

play06:46

terms and conditions to actually make

play06:48

informed decisions based on how the

play06:50

companies how companies handle your data

play06:52

this is a very efficient tool as it

play06:54

allows you to get to what matters most

play06:57

Furthermore with the rise of social

play06:59

engineering ing attacks you can also use

play07:01

generative AI to detect these social

play07:03

engineering attacks as these models are

play07:05

very efficient at detecting what they

play07:08

have generated

play07:10

furthermore if you are a programmer you

play07:13

can also use generative AI to write

play07:15

mundane boilerplate code in templates so

play07:17

you can focus on the bigger picture as a

play07:19

whole uh you know system security

play07:21

scalability and efficiency all of this

play07:24

combines to make a very very very robust

play07:27

cyber strategy and secure your data

play07:29

pretty efficiently Now ladies and

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gentlemen as I've said before in order

play07:35

to truly go beyond the human cyber

play07:38

security must be considered in order it

play07:41

is something that is beyond every single

play07:43

one of us and it is something that we

play07:44

are all responsible for in order to

play07:46

usher in a new age we must make sure

play07:48

that the tools used to do so are safe

play07:51

thank you ladies and

play07:53

[Applause]

play07:57

gentlemen

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Etiquetas Relacionadas
CybersecurityAI threatsData safetyHacking risksSocial engineeringCyber attacksAI defenseTechnology futureDigital securityData protection
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