文献データベース

Cognitive Graph Intelligence for Adaptive and Robust DDoS Attack Detection in Next Generation Networks

Authors: Mohammad Arif Hossain, Yeahia Sarker, Md Jafrin Hossain, Most. Humayra Khanom Rime, Nirwan Ansari | Published: 2026-08-18
バックドア攻撃
ポイズニング
攻撃検出

When Agents Act on Web3: An Attack-Surface Survey of MCP, Skills, and Tool Calling

Authors: Rabimba Karanjai, Yang Lu, Nour Diallo, Wujie Xiong, Lei Xu, Weidong, Shi | Published: 2026-08-18
インダイレクトプロンプトインジェクション
セキュリティ課題
攻撃シナリオ

COMIC: Reference-Aware Safety Gating for Multimodal Large Language Models

Authors: Md Abdullahil Oaphy, Anhao Xiang, Zongxing Xie, Huayue Gu, Chenyu Wang, Honghui Xu | Published: 2026-08-18
セキュリティ課題
プロンプトインジェクション
モデルDoS

PACE: Policy-Attested Contract Execution for Safe AI Agents in Decentralized Finance

Authors: Rabimba Karanjai, Yang Lu, Richard Williamson, Hemanth Hm, Prakhar Mehrotra, Lei Xu, Weidong, Shi | Published: 2026-08-18
シミュレーション環境
プロンプトインジェクション
非中央集権的処理

What Do Compliance Detectors Read? An Audit of Activation Probes and Guard Models

Authors: Saisab Sadhu, Aadit Sengupta, Vinay Kumar Sankarapu, Pratinav Seth | Published: 2026-08-17
信頼性評価
規制の重要性
評価メトリクス

Steering the Flow: Inverting Face Recognition Models via Gradient-Guided Flow Matching

Authors: Ye Lu, Shen Wang, Zhaoyang Zhang, Yihan Yan, Li Liu, Runze Liu, Fanghui Sun | Published: 2026-08-17
最適化手法
深層学習技術
評価メトリクス

Topological Attribution Distance (TAD): Revealing Segment-Level RAG Influence on LLM Output Geometry for Incident Log Analysis

Authors: Reza Fayyazi, Michael Zuzak, Shanchieh Jay Yang | Published: 2026-08-17
RAG
RAGへのポイズニング攻撃
トポロジー解析

HarmTrace: Anchor-Calibrated Decoupled Optimization for Fine-Grained Target Identification in Harmful Memes

Authors: Yujia Li, Yiqun Zhang, Zihan Cheng, Yijie Huang, Tenglong Ye, Zihan Wang, Xiaocui Yang, Shi Feng, Yifei Zhang, Daling Wang | Published: 2026-08-17
データセット分析
攻撃の分類
最適化手法

LLMs for Zero-Shot Threat Detection via Structured Risk Indicators

Authors: Abdullah Alghamdi, Siamak Layeghy, Marius Portmann | Published: 2026-08-17
RAG
データ抽出と分析
パフォーマンス評価

JailbreakSkill: Scaling Automated Red-Teaming with Reusable and Ever-Evolving Skills

Authors: Xiaoyu Wen, Jiajia Li, Zhida He, Peng Yu, Chenxu Wang, Han Qi, Ziyuan Zhou, Cheng Jin, Ying Wen, Xingcheng Xu, Shuyue Hu, Tianhang Zheng, Chaochao Lu, Qiaosheng Zhang | Published: 2026-08-17
プロンプトインジェクション
大規模言語モデル
進化スキル