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Jan Zahálka

Jan Zahálka

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Jan Zahálka
Jan Zahálka
AI & Security
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Month: September 2023

Backdoor attacks & defense @ CVPR ’23: How to build and burn Trojan horses
CVPR '23 | Science

Backdoor attacks & defense @ CVPR ’23: How to build and burn Trojan horses

ByJan Zahálka 20 September 202320 September 2023

Backdoor (or Trojan) attacks poison an AI model during training, essentially giving attackers the keys. This post summarizes CVPR ’23 research backdoor attacks and defense.

Read More Backdoor attacks & defense @ CVPR ’23: How to build and burn Trojan horsesContinue

From “maybe” to “absolutely sure”: Certifiable security at CVPR ’23
CVPR '23 | Science

From “maybe” to “absolutely sure”: Certifiable security at CVPR ’23

ByJan Zahálka 13 September 2023

Certifiable security (CS) gives security guarantees to AI models, which is highly desirable for practical AI applications. Learn about CS work at CVPR ’23 in this post.

Read More From “maybe” to “absolutely sure”: Certifiable security at CVPR ’23Continue

How to see properly: Adversarial defense by data inspection
CVPR '23 | Science

How to see properly: Adversarial defense by data inspection

ByJan Zahálka 6 September 2023

Data inspection is a promising adversarial defense technique. Inspecting the data properly can reveal and even remove adversarial attacks. This post summarizes data inspection work from CVPR ’23.

Read More How to see properly: Adversarial defense by data inspectionContinue

Recent Posts

  • What’s more powerful than one adversarial attack?
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  • Elves explain how to understand adversarial attacks
  • A cyberattacker’s little helper: Jailbreaking LLM security
  • Judging LLM security: How to make sure large language models are helping us?

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