Monthly publications
Paper types
attack 20
defense 2
benchmark 1
Domains
nlp 23
vision 3
multimodal 3
reinforcement-learning 1
Co-occurring categories
Other OWASP categories that appear on the same papers
Top cited papers
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ThinkTrap: Denial-of-Service Attacks against Black-box LLM Services via Infinite Thinking
2025 attack
LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation
2025 attack
Sponge Tool Attack: Stealthy Denial-of-Efficiency against Tool-Augmented Agentic Reasoning
2026 attack
Beyond Max Tokens: Stealthy Resource Amplification via Tool Calling Chains in LLM Agents
2026 attack
Prompt-Induced Over-Generation as Denial-of-Service: A Black-Box Attack-Side Benchmark
2025 benchmark
One Token Embedding Is Enough to Deadlock Your Large Reasoning Model
2025 attack
BadThink: Triggered Overthinking Attacks on Chain-of-Thought Reasoning in Large Language Models
2025 attack
ReasoningBomb: A Stealthy Denial-of-Service Attack by Inducing Pathologically Long Reasoning in Large Reasoning Models
2026 attack
Asking Forever: Universal Activations Behind Turn Amplification in Conversational LLMs
2026 attack
CODE: A Contradiction-Based Deliberation Extension Framework for Overthinking Attacks on Retrieval-Augmented Generation
2026 attack