Literature Database

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
Backdoor Attack
Poisoning
Attack Detection

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
Indirect Prompt Injection
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
Prompt Injection
Model 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
Simulation Environment
Prompt Injection
Decentralized Processing

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
Reliability Assessment
Importance of Regulation
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
Optimization Methods
Deep Learning Technology
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
Poisoning attack on RAG
Topology Analysis

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
Dataset Analysis
Taxonomy of Attacks
Optimization Methods

LLMs for Zero-Shot Threat Detection via Structured Risk Indicators

Authors: Abdullah Alghamdi, Siamak Layeghy, Marius Portmann | Published: 2026-08-17
RAG
Data Extraction and Analysis
Performance Evaluation

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
Prompt Injection
Large Language Model
進化スキル