Elevating Intrusion Detection and Security Fortification in Intelligent Networks through Cutting-Edge Machine Learning Paradigms

Authors: Md Minhazul Islam Munna, Md Mahbubur Rahman, Jaroslav Frnda, Muhammad Shahid Anwar, Alpamis Kutlimuratov | Published: 2025-12-22
2025.12.22 2025.12.24
Literature Database

The Erasure Illusion: Stress-Testing the Generalization of LLM Forgetting Evaluation

Authors: Hengrui Jia, Taoran Li, Jonas Guan, Varun Chandrasekaran | Published: 2025-12-22
2025.12.22 2025.12.24
Literature Database

DREAM: Dynamic Red-teaming across Environments for AI Models

Authors: Liming Lu, Xiang Gu, Junyu Huang, Jiawei Du, Yunhuai Liu, Yongbin Zhou, Shuchao Pang | Published: 2025-12-22
2025.12.22 2025.12.24
Literature Database

Efficient Jailbreak Mitigation Using Semantic Linear Classification in a Multi-Staged Pipeline

Authors: Akshaj Prashanth Rao, Advait Singh, Saumya Kumaar Saksena, Dhruv Kumar | Published: 2025-12-22
2025.12.22 2025.12.24
Literature Database

Phishing Detection System: An Ensemble Approach Using Character-Level CNN and Feature Engineering

Authors: Rudra Dubey, Arpit Mani Tripathi, Archit Srivastava, Sarvpal Singh | Published: 2025-12-18
2025.12.18 2025.12.20
Literature Database

Prefix Probing: Lightweight Harmful Content Detection for Large Language Models

Authors: Jirui Yang, Hengqi Guo, Zhihui Lu, Yi Zhao, Yuansen Zhang, Shijing Hu, Qiang Duan, Yinggui Wang, Tao Wei | Published: 2025-12-18
2025.12.18 2025.12.20
Literature Database

A Systematic Study of Code Obfuscation Against LLM-based Vulnerability Detection

Authors: Xiao Li, Yue Li, Hao Wu, Yue Zhang, Yechao Zhang, Fengyuan Xu, Sheng Zhong | Published: 2025-12-18
2025.12.18 2025.12.20
Literature Database

From Essence to Defense: Adaptive Semantic-aware Watermarking for Embedding-as-a-Service Copyright Protection

Authors: Hao Li, Yubing Ren, Yanan Cao, Yingjie Li, Fang Fang, Xuebin Wang | Published: 2025-12-18
2025.12.18 2025.12.20
Literature Database

Large Language Models as a (Bad) Security Norm in the Context of Regulation and Compliance

Authors: Kaspar Rosager Ludvigsen | Published: 2025-12-18
2025.12.18 2025.12.20
Literature Database

Agent Tools Orchestration Leaks More: Dataset, Benchmark, and Mitigation

Authors: Yuxuan Qiao, Dongqin Liu, Hongchang Yang, Wei Zhou, Songlin Hu | Published: 2025-12-18
2025.12.18 2025.12.20
Literature Database
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