Course Curriculum

(W77M1) Introduction to AI Safety and Vision Models 00:00:00
(W77M2) Environment Setup 00:00:00
(W77M3) FGSM (Fast Gradient Sign Method) Attack Intro 00:00:00
(W77M3) FGSM (Fast Gradient Sign Method) Attack Practice 00:00:00
(W77M3) FGSM Resources To Download 00:00:00
(W77M3) FGSM Vault Challenge 00:00:00
(W77M4) BIM Resources To Download 00:00:00
(W77M4) BIM (Basic Iterative Method) Attack Intro 00:00:00
(W77M4) BIM (Basic Iterative Method) Attack Practice 00:00:00
(W77M4) BIM Vault Challenge 00:00:00
(W77M5) CW Resources To Download 00:00:00
(W77M5) CW (Carlini & Wagner) Attack Intro 00:00:00
(W77M5) CW (Carlini & Wagner) Attack Practice 00:00:00
(W77M5) CW Vault Challenge 00:00:00
(W77M6) DeepFool Resources To Download 00:00:00
(W77M6) DeepFool Attack Intro 00:00:00
(W77M6) DeepFool Attack Practice 00:00:00
(W77M6) DeepFool Vault Challenge 00:00:00
(W77M7) PGD Resources To Download 00:00:00
(W77M7) PGD (Projected Gradient Descent ) Attack Intro 00:00:00
(W77M7) PGD (Projected Gradient Descent ) Attack Practice 00:00:00
(W77M7) PGD Vault Challenge 00:00:00
(W77M8) Sum Up 00:00:00
(W77M8) Case Studies 00:00:00
(W77) Final Test 00:35:00
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