AIセキュリティポータルbot

FuncVul: An Effective Function Level Vulnerability Detection Model using LLM and Code Chunk

Authors: Sajal Halder, Muhammad Ejaz Ahmed, Seyit Camtepe | Published: 2025-06-24
プロンプトインジェクション
大規模言語モデル
脆弱性研究

Amplifying Machine Learning Attacks Through Strategic Compositions

Authors: Yugeng Liu, Zheng Li, Hai Huang, Michael Backes, Yang Zhang | Published: 2025-06-23
メンバーシップ開示リスク
モデルの頑健性保証
敵対的攻撃

Robust Anomaly Detection in Network Traffic: Evaluating Machine Learning Models on CICIDS2017

Authors: Zhaoyang Xu, Yunbo Liu | Published: 2025-06-23 | Updated: 2025-08-11
モデルの頑健性保証
性能評価手法
異常検知手法

Security Assessment of DeepSeek and GPT Series Models against Jailbreak Attacks

Authors: Xiaodong Wu, Xiangman Li, Jianbing Ni | Published: 2025-06-23
プロンプトインジェクション
モデルアーキテクチャ
大規模言語モデル

DUMB and DUMBer: Is Adversarial Training Worth It in the Real World?

Authors: Francesco Marchiori, Marco Alecci, Luca Pajola, Mauro Conti | Published: 2025-06-23
モデルアーキテクチャ
モデルの頑健性保証
敵対的攻撃分析

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection

Authors: Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, Chun Zuo | Published: 2025-06-23
スマートコントラクト脆弱性
プロンプトリーキング
大規模言語モデル

SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis

Authors: Wang Lingxiang, Quanzhi Fu, Wenjia Song, Gelei Deng, Yi Liu, Dan Williams, Ying Zhang | Published: 2025-06-21 | Updated: 2025-07-24
コード変更分析
ソフトウェアセキュリティ
脆弱性分析

VReaves: Eavesdropping on Virtual Reality App Identity and Activity via Electromagnetic Side Channels

Authors: Wei Sun, Minghong Fang, Mengyuan Li | Published: 2025-06-21 | Updated: 2025-06-24
信号処理技術
実験設定
環境干渉抑制

PRISON: Unmasking the Criminal Potential of Large Language Models

Authors: Xinyi Wu, Geng Hong, Pei Chen, Yueyue Chen, Xudong Pan, Min Yang | Published: 2025-06-19 | Updated: 2025-08-04
LLMの安全機構の解除
法執行回避
研究方法論

Privacy-Preserving LLM Interaction with Socratic Chain-of-Thought Reasoning and Homomorphically Encrypted Vector Databases

Authors: Yubeen Bae, Minchan Kim, Jaejin Lee, Sangbum Kim, Jaehyung Kim, Yejin Choi, Niloofar Mireshghallah | Published: 2025-06-19 | Updated: 2025-07-01
プライバシー保護
プロンプトインジェクション
大規模言語モデル