AIセキュリティポータルbot

Personalized Attacks of Social Engineering in Multi-turn Conversations — LLM Agents for Simulation and Detection

Authors: Tharindu Kumarage, Cameron Johnson, Jadie Adams, Lin Ai, Matthias Kirchner, Anthony Hoogs, Joshua Garland, Julia Hirschberg, Arslan Basharat, Huan Liu | Published: 2025-03-18
Alignment
Social Engineering Attack
Attack Method
2025.03.18 2025.05.27
Literature Database

Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection

Authors: Leonardo Henrique de Melo, Gustavo de Carvalho Bertoli, Michele Nogueira, Aldri Luiz dos Santos, Lourenço Alves Pereira Junior | Published: 2025-03-18
Cyber Threat
Data Generation Method
Attack Method
2025.03.18 2025.05.27
Literature Database

Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning Paradigm

Authors: Yuxin Jin, Taotao Wang, Qing Yang, Long Shi, Shengli Zhang | Published: 2025-03-18 | Updated: 2025-03-24
Client Contribution Assessment
Privacy-Preserving Machine Learning
Malicious Client
2025.03.18 2025.05.27
Literature Database

Optimizing ML Training with Metagradient Descent

Authors: Logan Engstrom, Andrew Ilyas, Benjamin Chen, Axel Feldmann, William Moses, Aleksander Madry | Published: 2025-03-17
Poisoning
Selection and Evaluation of Optimization Algorithms
Deep Learning
2025.03.17 2025.05.27
Literature Database

SOSecure: Safer Code Generation with RAG and StackOverflow Discussions

Authors: Manisha Mukherjee, Vincent J. Hellendoorn | Published: 2025-03-17
RAG
Poisoning attack on RAG
Vulnerability detection
2025.03.17 2025.05.27
Literature Database

Zero-Knowledge Proof-Based Consensus for Blockchain-Secured Federated Learning

Authors: Tianxing Fu, Jia Hu, Geyong Min, Zi Wang | Published: 2025-03-17
Privacy Protection Method
Efficient Proof System
Deep Learning
2025.03.17 2025.05.27
Literature Database

VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding

Authors: Zeng Wang, Minghao Shao, Mohammed Nabeel, Prithwish Basu Roy, Likhitha Mankali, Jitendra Bhandari, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel | Published: 2025-03-17 | Updated: 2025-04-14
Data Protection Method
Privacy Protection Method
Prompt leaking
2025.03.17 2025.05.27
Literature Database

VeriContaminated: Assessing LLM-Driven Verilog Coding for Data Contamination

Authors: Zeng Wang, Minghao Shao, Jitendra Bhandari, Likhitha Mankali, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel | Published: 2025-03-17 | Updated: 2025-04-14
FPGA
Program Interpretation Graph
Prompt leaking
2025.03.17 2025.05.27
Literature Database

MirrorShield: Towards Universal Defense Against Jailbreaks via Entropy-Guided Mirror Crafting

Authors: Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang | Published: 2025-03-17 | Updated: 2025-05-20
Prompt Injection
Large Language Model
Attack Method
2025.03.17 2025.05.27
Literature Database

Privacy-Aware RAG: Secure and Isolated Knowledge Retrieval

Authors: Pengcheng Zhou, Yinglun Feng, Zhongliang Yang | Published: 2025-03-17
RAG
Poisoning attack on RAG
Cryptography
2025.03.17 2025.05.27
Literature Database
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