Attack Method

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

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

Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents

Authors: Juhee Kim, Woohyuk Choi, Byoungyoung Lee | Published: 2025-03-17 | Updated: 2025-04-21
Indirect Prompt Injection
Data Flow Analysis
Attack Method
2025.03.17 2025.05.27
Literature Database

BLIA: Detect model memorization in binary classification model through passive Label Inference attack

Authors: Mohammad Wahiduzzaman Khan, Sheng Chen, Ilya Mironov, Leizhen Zhang, Rabib Noor | Published: 2025-03-17
Data Curation
Differential Privacy
Attack Method
2025.03.17 2025.05.27
Literature Database

Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis

Authors: Xiaoyu Wu, Yifei Pang, Terrance Liu, Steven Wu | Published: 2025-03-15
Data Generation Method
Membership Disclosure Risk
Attack Method
2025.03.15 2025.05.27
Literature Database

Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection

Authors: Tianwei Lan, Luca Demetrio, Farid Nait-Abdesselam, Yufei Han, Simone Aonzo | Published: 2025-03-14
Backdoor Attack
Label
Attack Method
2025.03.14 2025.05.27
Literature Database

Tempest: Autonomous Multi-Turn Jailbreaking of Large Language Models with Tree Search

Authors: Andy Zhou, Ron Arel | Published: 2025-03-13 | Updated: 2025-05-21
Disabling Safety Mechanisms of LLM
Attack Method
Generative Model
2025.03.13 2025.05.27
Literature Database

Mind the Gap: Detecting Black-box Adversarial Attacks in the Making through Query Update Analysis

Authors: Jeonghwan Park, Niall McLaughlin, Ihsen Alouani | Published: 2025-03-04 | Updated: 2025-03-16
Attack Method
Adversarial Example Detection
Deep Learning
2025.03.04 2025.05.27
Literature Database

Can Indirect Prompt Injection Attacks Be Detected and Removed?

Authors: Yulin Chen, Haoran Li, Yuan Sui, Yufei He, Yue Liu, Yangqiu Song, Bryan Hooi | Published: 2025-02-23
Prompt validation
Malicious Prompt
Attack Method
2025.02.23 2025.05.27
Literature Database
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