AIセキュリティポータルbot

Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code

Authors: Md. Azizul Hakim Bappy, Hossen A Mustafa, Prottoy Saha, Rajinus Salehat | Published: 2025-04-23
LLM性能評価
トレーニング手法
プロンプトリーキング

A Collaborative Intrusion Detection System Using Snort IDS Nodes

Authors: Tom Davies, Max Hashem Eiza, Nathan Shone, Rob Lyon | Published: 2025-04-23
ネットワーク脅威検出
マルウェア検出手法
透かし

Amplified Vulnerabilities: Structured Jailbreak Attacks on LLM-based Multi-Agent Debate

Authors: Senmao Qi, Yifei Zou, Peng Li, Ziyi Lin, Xiuzhen Cheng, Dongxiao Yu | Published: 2025-04-23
インダイレクトプロンプトインジェクション
マルチラウンド対話
大規模言語モデル

Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection

Authors: Bo Lin, Shangwen Wang, Yihao Qin, Liqian Chen, Xiaoguang Mao | Published: 2025-04-23
RAGへのポイズニング攻撃
インダイレクトプロンプトインジェクション
コード生成のセキュリティ

Automated Static Vulnerability Detection via a Holistic Neuro-symbolic Approach

Authors: Penghui Li, Songchen Yao, Josef Sarfati Korich, Changhua Luo, Jianjia Yu, Yinzhi Cao, Junfeng Yang | Published: 2025-04-22 | Updated: 2025-04-23
クエリ生成手法
プロンプトインジェクション
脆弱性検出

EFFACT: A Highly Efficient Full-Stack FHE Acceleration Platform

Authors: Yi Huang, Xinsheng Gong, Xiangyu Kong, Dibei Chen, Jianfeng Zhu, Wenping Zhu, Liangwei Li, Mingyu Gao, Shaojun Wei, Aoyang Zhang, Leibo Liu | Published: 2025-04-22
システム要件
性能低下の要因
透かしの耐久性

Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey

Authors: Shuang Tian, Tao Zhang, Jiqiang Liu, Jiacheng Wang, Xuangou Wu, Xiaoqiang Zhu, Ruichen Zhang, Weiting Zhang, Zhenhui Yuan, Shiwen Mao, Dong In Kim | Published: 2025-04-22 | Updated: 2025-04-28
インダイレクトプロンプトインジェクション
プロンプトインジェクション
大規模言語モデル

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Authors: Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu | Published: 2025-04-22
アライメント
データ生成の安全性
プロンプトインジェクション

On the Price of Differential Privacy for Hierarchical Clustering

Authors: Chengyuan Deng, Jie Gao, Jalaj Upadhyay, Chen Wang, Samson Zhou | Published: 2025-04-22
グラフ構築
プライバシー保護フレームワーク
透かし技術

GIFDL: Generated Image Fluctuation Distortion Learning for Enhancing Steganographic Security

Authors: Xiangkun Wang, Kejiang Chen, Yuang Qi, Ruiheng Liu, Weiming Zhang, Nenghai Yu | Published: 2025-04-21
敵対的学習
生成モデル
透かし技術