DDSA: Dual-Domain Strategic Attack for Spatial-Temporal Efficiency in Adversarial Robustness Testing
Fuente:
arXiv
Saved in:
| Main Authors: | Hu, Jinwei, Meng, Shiyuan, Dong, Yi, Huang, Xiaowei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Breaking the Loop: Detecting and Mitigating Denial-of-Service Vulnerabilities in Large Language Models
by: Yu, Junzhe, et al.
Published: (2025)
by: Yu, Junzhe, et al.
Published: (2025)
Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal under Adversarial Contributions
by: Mahdavi, Ali, et al.
Published: (2026)
by: Mahdavi, Ali, et al.
Published: (2026)
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges
by: Li, Yu, et al.
Published: (2025)
by: Li, Yu, et al.
Published: (2025)
Catastrophic Cyber Capabilities Benchmark (3CB): Robustly Evaluating LLM Agent Cyber Offense Capabilities
by: Anurin, Andrey, et al.
Published: (2024)
by: Anurin, Andrey, et al.
Published: (2024)
Quantitative Analysis of Deeply Quantized Tiny Neural Networks Robust to Adversarial Attacks
by: Zakariyya, Idris, et al.
Published: (2025)
by: Zakariyya, Idris, et al.
Published: (2025)
MambaNetBurst: Direct Byte-level Network Traffic Classification without Tokenization or Pretraining
by: Kulatilleke, Gayan K., et al.
Published: (2026)
by: Kulatilleke, Gayan K., et al.
Published: (2026)
Rethinking Autonomy: Preventing Failures in AI-Driven Software Engineering
by: Navneet, Satyam Kumar, et al.
Published: (2025)
by: Navneet, Satyam Kumar, et al.
Published: (2025)
AutoGuard: A Self-Healing Proactive Security Layer for DevSecOps Pipelines Using Reinforcement Learning
by: Anugula, Praveen, et al.
Published: (2025)
by: Anugula, Praveen, et al.
Published: (2025)
Safeguarding Large Language Models: A Survey
by: Dong, Yi, et al.
Published: (2024)
by: Dong, Yi, et al.
Published: (2024)
Adversarial Attacks and Defenses in Multivariate Time-Series Forecasting for Smart and Connected Infrastructures
by: Krishan, Pooja, et al.
Published: (2024)
by: Krishan, Pooja, et al.
Published: (2024)
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment
by: Shen, Yaling, et al.
Published: (2025)
by: Shen, Yaling, et al.
Published: (2025)
When Efficiency Backfires: Cascading LLMs Trigger Cascade Failure under Adversarial Attack
by: Sun, Zehan, et al.
Published: (2026)
by: Sun, Zehan, et al.
Published: (2026)
Temporal-Spatial Attention Network (TSAN) for DoS Attack Detection in Network Traffic
by: Kayode, Bisola Faith, et al.
Published: (2025)
by: Kayode, Bisola Faith, et al.
Published: (2025)
Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks
by: Zhao, Jin, et al.
Published: (2026)
by: Zhao, Jin, et al.
Published: (2026)
TEAM: Temporal Adversarial Examples Attack Model against Network Intrusion Detection System Applied to RNN
by: Liu, Ziyi, et al.
Published: (2024)
by: Liu, Ziyi, et al.
Published: (2024)
Robust and Reliable Early-Stage Website Fingerprinting Attacks via Spatial-Temporal Distribution Analysis
by: Deng, Xinhao, et al.
Published: (2024)
by: Deng, Xinhao, et al.
Published: (2024)
On the Robustness of Bayesian Neural Networks to Adversarial Attacks
by: Bortolussi, Luca, et al.
Published: (2022)
by: Bortolussi, Luca, et al.
Published: (2022)
\texttt{Range-Arithmetic}: Verifiable Deep Learning Inference on an Untrusted Party
by: Rahimi, Ali, et al.
Published: (2025)
by: Rahimi, Ali, et al.
Published: (2025)
Design and implementation of a distributed security threat detection system integrating federated learning and multimodal LLM
by: Wang, Yuqing, et al.
Published: (2025)
by: Wang, Yuqing, et al.
Published: (2025)
VisInject: Disruption != Injection -- A Dual-Dimension Evaluation of Universal Adversarial Attacks on Vision-Language Models
by: Liu, Pang, et al.
Published: (2026)
by: Liu, Pang, et al.
Published: (2026)
Delayed Backdoor Attacks: Exploring the Temporal Dimension as a New Attack Surface in Pre-Trained Models
by: Ding, Zikang, et al.
Published: (2026)
by: Ding, Zikang, et al.
Published: (2026)
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
by: Kang, Mintong, et al.
Published: (2023)
by: Kang, Mintong, et al.
Published: (2023)
Adversarial Attack-Defense Co-Evolution for LLM Safety Alignment via Tree-Group Dual-Aware Search and Optimization
by: Li, Xurui, et al.
Published: (2025)
by: Li, Xurui, et al.
Published: (2025)
Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models
by: Ma, Jiachen, et al.
Published: (2024)
by: Ma, Jiachen, et al.
Published: (2024)
A Robust Defense against Adversarial Attacks on Deep Learning-based Malware Detectors via (De)Randomized Smoothing
by: Gibert, Daniel, et al.
Published: (2024)
by: Gibert, Daniel, et al.
Published: (2024)
From Pixels to Trajectory: Universal Adversarial Example Detection via Temporal Imprints
by: Gao, Yansong, et al.
Published: (2025)
by: Gao, Yansong, et al.
Published: (2025)
Integrated Simulation Framework for Adversarial Attacks on Autonomous Vehicles
by: Anagnostopoulos, Christos, et al.
Published: (2025)
by: Anagnostopoulos, Christos, et al.
Published: (2025)
Adversarial Machine Learning: Attacks, Defenses, and Open Challenges
by: Jha, Pranav K
Published: (2025)
by: Jha, Pranav K
Published: (2025)
Intelligent Green Efficiency for Intrusion Detection
by: Pereira, Pedro, et al.
Published: (2024)
by: Pereira, Pedro, et al.
Published: (2024)
Is Monitoring Enough? Strategic Agent Selection For Stealthy Attack in Multi-Agent Discussions
by: Xiang, Qiuchi, et al.
Published: (2026)
by: Xiang, Qiuchi, et al.
Published: (2026)
CivicShield: A Cross-Domain Defense-in-Depth Framework for Securing Government-Facing AI Chatbots Against Multi-Turn Adversarial Attacks
by: Patil, KrishnaSaiReddy
Published: (2026)
by: Patil, KrishnaSaiReddy
Published: (2026)
Kill Two Birds with One Stone! Trajectory enabled Unified Online Detection of Adversarial Examples and Backdoor Attacks
by: Fu, Anmin, et al.
Published: (2025)
by: Fu, Anmin, et al.
Published: (2025)
SoK: Robustness in Large Language Models against Jailbreak Attacks
by: Xu, Feiyue, et al.
Published: (2026)
by: Xu, Feiyue, et al.
Published: (2026)
Enhancing TinyML Security: Study of Adversarial Attack Transferability
by: Shah, Parin, et al.
Published: (2024)
by: Shah, Parin, et al.
Published: (2024)
Attention Masks Help Adversarial Attacks to Bypass Safety Detectors
by: Shi, Yunfan
Published: (2024)
by: Shi, Yunfan
Published: (2024)
Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning
by: Domico, Kyle, et al.
Published: (2025)
by: Domico, Kyle, et al.
Published: (2025)
Special-Character Adversarial Attacks on Open-Source Language Model
by: Sarabamoun, Ephraiem
Published: (2025)
by: Sarabamoun, Ephraiem
Published: (2025)
Explainable but Vulnerable: Adversarial Attacks on XAI Explanation in Cybersecurity Applications
by: Mia, Maraz, et al.
Published: (2025)
by: Mia, Maraz, et al.
Published: (2025)
Determinação Automática de Limiar de Detecção de Ataques em Redes de Computadores Utilizando Autoencoders
by: Miranda, Luan Gonçalves, et al.
Published: (2025)
by: Miranda, Luan Gonçalves, et al.
Published: (2025)
An Attack Traffic Identification Method Based on Temporal Spectrum
by: Xie, Wenwei, et al.
Published: (2024)
by: Xie, Wenwei, et al.
Published: (2024)
Similar Items
-
Breaking the Loop: Detecting and Mitigating Denial-of-Service Vulnerabilities in Large Language Models
by: Yu, Junzhe, et al.
Published: (2025) -
Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal under Adversarial Contributions
by: Mahdavi, Ali, et al.
Published: (2026) -
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges
by: Li, Yu, et al.
Published: (2025) -
Catastrophic Cyber Capabilities Benchmark (3CB): Robustly Evaluating LLM Agent Cyber Offense Capabilities
by: Anurin, Andrey, et al.
Published: (2024) -
Quantitative Analysis of Deeply Quantized Tiny Neural Networks Robust to Adversarial Attacks
by: Zakariyya, Idris, et al.
Published: (2025)