Security Challenges in Deep Reinforcement Learning

Explores vulnerabilities and adversarial manipulation techniques in deep reinforcement learning agents and environments.

Summary

This DEF CON talk covers security challenges in deep reinforcement learning.

Key topics discussed include: Kind: captions Language: en hello<00:00:02. 240><c> and</c><00:00:02.

Sven Cattell

Deep learning approaches to security threats and vulnerabilities.

machine-learningai-securitydeep-learning+1

Matt

Neural network approaches to cybersecurity challenges.

machine-learningneural-networksdeep-learning+1

Guo · Cuevas

An overview of recent progress and developments in adversarial deep learning attacks and defenses.

adversarial-machine-learningdeep-learningevasion+1