SideChannel_AI_Sample how thses attacks take place

mohdnaimodding 5 views 12 slides Oct 24, 2025
Slide 1
Slide 1 of 12
Slide 1
1
Slide 2
2
Slide 3
3
Slide 4
4
Slide 5
5
Slide 6
6
Slide 7
7
Slide 8
8
Slide 9
9
Slide 10
10
Slide 11
11
Slide 12
12

About This Presentation

A brief ppt about Ai side attacks


Slide Content

Invisible Exploits: Side-Channel Attacks on AI Hardware Cybersecurity Paper Presentation Name: Your Name Here

Why This Topic? AI hardware = high-value target Hidden vulnerabilities in chips

What is a Side-Channel Attack? Attacking via power, timing, EM signals No software breach required

How It Works Leaks from physical properties Extract models or data silently

Why Target AI Hardware? Hospitals, defense, autonomous vehicles AI data centers

Real Incident Example Facial recognition model stolen from GPU using power analysis

Impact of These Attacks Identity theft, crashes, cyber warfare risks

Attack Process Diagram Diagram placeholder (You can update later)

Defense Strategies Secure chip design, shielding, randomized memory access

Future Scope AI hardware standards & advanced protection needed

Conclusion Hacking the physics = hacking the system Security must reach the silicon

Q&A Thank you! Any questions?
Tags