AIsecurity

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submitted a paper to Daily Papers 2 months ago

DecodingTrust-Agent Platform (DTap): A Controllable and Interactive Red-Teaming Platform for AI Agents

Paper • 2605.04808 • Published May 6 • 20

authored a paper 7 months ago

VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection

Paper • 2512.07533 • Published Dec 8, 2025 • 4

authored 4 papers 9 months ago

SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI

Paper • 2410.11096 • Published Oct 14, 2024 • 13

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24, 2025 • 78

OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Paper • 2505.23885 • Published May 29, 2025 • 1

AgentVigil: Generic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents

Paper • 2505.05849 • Published May 9, 2025

authored 2 papers over 1 year ago

DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails

Paper • 2502.05163 • Published Feb 7, 2025 • 22

DepthMaster: Taming Diffusion Models for Monocular Depth Estimation

Paper • 2501.02576 • Published Jan 5, 2025 • 15

authored a paper over 1 year ago

GRAPE: Generalizing Robot Policy via Preference Alignment

Paper • 2411.19309 • Published Nov 28, 2024 • 47

authored a paper almost 2 years ago

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models

Paper • 2410.10139 • Published Oct 14, 2024 • 51

authored 4 papers about 2 years ago

AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases

Paper • 2407.12784 • Published Jul 17, 2024 • 51

Safe Reinforcement Learning via Hierarchical Adaptive Chance-Constraint Safeguards

Paper • 2310.03379 • Published Oct 5, 2023

MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?

Paper • 2407.04842 • Published Jul 5, 2024 • 55

RankCLIP: Ranking-Consistent Language-Image Pretraining

Paper • 2404.09387 • Published Apr 15, 2024

authored 5 papers over 2 years ago

DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles

Paper • 2009.14720 • Published Sep 30, 2020

OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Paper • 2306.09301 • Published Jun 15, 2023 • 1

Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments

Paper • 2106.03917 • Published Jun 7, 2021

Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models

Paper • 2404.02936 • Published Apr 3, 2024 • 3

Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models

Paper • 2403.20331 • Published Mar 29, 2024 • 16

authored a paper over 2 years ago

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 15