AI Security Research
2,529+ academic papers on AI security, attacks, and defenses
Benchmark MEDIUM
Minjie Wang, Jinguang Han, Weizhi Meng
In federated learning, multiple parties can cooperate to train the model without directly exchanging their own private data, but the gradient leakage...
5 months ago cs.CR cs.AI
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Benchmark LOW
Yikun Li, Matteo Grella, Daniel Nahmias +5 more
In recent years, Infrastructure as Code (IaC) has emerged as a critical approach for managing and provisioning IT infrastructure through code and...
5 months ago cs.CR cs.SE
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Benchmark HIGH
Jiayu Li, Yunhan Zhao, Xiang Zheng +4 more
Vision-Language-Action (VLA) models enable robots to interpret natural-language instructions and perform diverse tasks, yet their integration of...
5 months ago cs.CR cs.AI cs.CV
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Benchmark MEDIUM
Shanmin Wang, Dongdong Zhao
Knowledge Distillation (KD) is essential for compressing large models, yet relying on pre-trained "teacher" models downloaded from third-party...
5 months ago cs.CR cs.AI cs.CV
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Benchmark LOW
Xingshuang Lin, Binbin Zhao, Jinwen Wang +3 more
Smart Contract Reusable Components(SCRs) play a vital role in accelerating the development of business-specific contracts by promoting modularity and...
5 months ago cs.SE cs.CR
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Benchmark MEDIUM
Yanbo Dai, Zongjie Li, Zhenlan Ji +1 more
Large language models (LLMs) have achieved remarkable success across a wide range of natural language processing tasks, demonstrating human-level...
Benchmark MEDIUM
Zichao Wei, Jun Zeng, Ming Wen +8 more
Software vulnerabilities are increasing at an alarming rate. However, manual patching is both time-consuming and resource-intensive, while existing...
5 months ago cs.CR cs.SE
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Benchmark MEDIUM
Feilong Wang, Fuqiang Liu
The integration of large language models (LLMs) into automated driving systems has opened new possibilities for reasoning and decision-making by...
5 months ago cs.LG cs.AI cs.CR
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Benchmark MEDIUM
Guangke Chen, Yuhui Wang, Shouling Ji +2 more
Modern text-to-speech (TTS) systems, particularly those built on Large Audio-Language Models (LALMs), generate high-fidelity speech that faithfully...
5 months ago cs.SD cs.AI cs.CR
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Benchmark MEDIUM
Fred Heiding, Simon Lermen
We present an end-to-end demonstration of how attackers can exploit AI safety failures to harm vulnerable populations: from jailbreaking LLMs to...
6 months ago cs.CR cs.AI cs.CY
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Benchmark LOW
Yuping Yan, Yuhan Xie, Yuanshuai Li +3 more
Since Multimodal Large Language Models (MLLMs) are increasingly being integrated into everyday tools and intelligent agents, growing concerns have...
6 months ago cs.LG cs.CL
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Benchmark LOW
Francis Rhys Ward, Teun van der Weij, Hanna Gábor +6 more
AI systems are increasingly able to autonomously conduct realistic software engineering tasks, and may soon be deployed to automate machine learning...
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