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Collections including paper arxiv:2404.13208

Daily paper that worth reading in details later

Neural Network Diffusion

Paper • 2402.13144 • Published Feb 20 • 94
Genie: Generative Interactive Environments

Paper • 2402.15391 • Published Feb 23 • 71
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Paper • 2402.17177 • Published Feb 27 • 88
VisionLLaMA: A Unified LLaMA Interface for Vision Tasks

Paper • 2403.00522 • Published Mar 1 • 44

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Paper • 2401.10774 • Published Jan 19 • 54
APAR: LLMs Can Do Auto-Parallel Auto-Regressive Decoding

Paper • 2401.06761 • Published Jan 12 • 1
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Paper • 2401.02669 • Published Jan 5 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24 • 51

Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Paper • 2401.05566 • Published Jan 10 • 26
Weak-to-Strong Jailbreaking on Large Language Models

Paper • 2401.17256 • Published Jan 30 • 15
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks

Paper • 2401.17263 • Published Jan 30 • 1
Summon a Demon and Bind it: A Grounded Theory of LLM Red Teaming in the Wild

Paper • 2311.06237 • Published Nov 10, 2023 • 1

Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Paper • 2401.05566 • Published Jan 10 • 26
Weak-to-Strong Jailbreaking on Large Language Models

Paper • 2401.17256 • Published Jan 30 • 15
How Easy is It to Fool Your Multimodal LLMs? An Empirical Analysis on Deceptive Prompts

Paper • 2402.13220 • Published Feb 20 • 12
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Paper • 2404.13208 • Published Apr 19 • 38

Vulnerabilities

https://llm-attacks.org/

Scalable Extraction of Training Data from (Production) Language Models

Paper • 2311.17035 • Published Nov 28, 2023 • 4
Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Paper • 2401.05566 • Published Jan 10 • 26
Exploiting Novel GPT-4 APIs

Paper • 2312.14302 • Published Dec 21, 2023 • 12
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Paper • 2404.13208 • Published Apr 19 • 38

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