Tag: adversarial attacks
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BadSNN: Backdoor Attacks on Spiking Neural Networks
Discover BadSNN, a novel backdoor attack targeting Spiking Neural Networks by exploiting adversarial spiking neurons and hyperparameter manipulation.
Attention Redistribution Attack Threatens LLM Safety
Discover how the Attention Redistribution Attack bypasses safety in large language models, exposing vulnerabilities in AI attention mechanisms.
Robust Federated Learning Against Adversarial Attacks
Enhance federated learning security with loss-based client clustering to resist Byzantine attacks and improve model robustness effectively.
Layer-wise Vulnerabilities in LLMs Exposed by Mechanistic Steering
Discover how mechanistic steering reveals layer-specific vulnerabilities in LLMs, enhancing defenses against adversarial jailbreak attacks.
Agentic Adversarial Attacks Reveal NLP Pipeline Weaknesses
Discover how agentic adversarial rewriting exposes key vulnerabilities in black-box NLP pipelines, highlighting risks and defense strategies.