Cover Image

Rethinking Side-Channel Analysis: Automated Discovery and Analysis of Side-Channel Leakage with LLM-Assisted Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Zhen, Wang, Zihao, Sun, Yuhua, Wang, XiaoFeng
Format:	Preprint
Published:	2026
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems
by: Song, Linke, et al.
Published: (2024)

Leaky Cauldron on the Dark Land: Understanding Memory Side-Channel Hazards in SGX
by: Wang, Wenhao, et al.
Published: (2017)

Automated Side-Channel Analysis of Cryptographic Protocol Implementations
by: Nasrabadi, Faezeh, et al.
Published: (2025)

Side Channel Analysis in Homomorphic Encryption
by: Ghaleb, Baraq, et al.
Published: (2025)

The Inevitability of Side-Channel Leakage in Encrypted Traffic
by: Liu, Guangjie, et al.
Published: (2026)

Zebrafix: Mitigating Memory-Centric Side-Channel Leakage via Interleaving
by: Pätschke, Anna, et al.
Published: (2025)

POLARIS: Explainable Artificial Intelligence for Mitigating Power Side-Channel Leakage
by: Mahfuz, Tanzim, et al.
Published: (2025)

On Borrowed Time -- Preventing Static Side-Channel Analysis
by: Dumitru, Robert, et al.
Published: (2023)

Electromagnetic Side-Channel Analysis of PRESENT Lightweight Cipher
by: Gunathilake, Nilupulee A, et al.
Published: (2025)

SaMOSA: Sandbox for Malware Orchestration and Side-Channel Analysis
by: Udeshi, Meet, et al.
Published: (2025)

SNPeek: Side-Channel Analysis for Privacy Applications on Confidential VMs
by: Zhang, Ruiyi, et al.
Published: (2025)

Thermal-Aware 3D Design for Side-Channel Information Leakage
by: Stow, Dylan, et al.
Published: (2025)

Beyond TVLA: Anderson-Darling Leakage Assessment for Neural Network Side-Channel Leakage Detection
by: Mikulec, Ján, et al.
Published: (2026)

EMPalm: Exfiltrating Palm Biometric Data via Electromagnetic Side-Channel
by: Xu, Haowen, et al.
Published: (2025)

ClawGuard: Out-of-Band Detection of LLM Agent Workflow Hijacking via EM Side Channel
by: Gan, Leo Linqian, et al.
Published: (2026)

Clues in Tweets: Twitter-Guided Discovery and Analysis of SMS Spam
by: Tang, Siyuan, et al.
Published: (2022)

A Hardware-Friendly Shuffling Countermeasure Against Side-Channel Attacks for Kyber
by: Xu, Dejun, et al.
Published: (2024)

Exploiting Timing Side-Channels in Quantum Circuits Simulation Via ML-Based Methods
by: Dong, Ben, et al.
Published: (2025)

A Review and Comparison of AI Enhanced Side Channel Analysis
by: Panoff, Max, et al.
Published: (2024)

Exploring Power Side-Channel Challenges in Embedded Systems Security
by: Narimani, Pouya, et al.
Published: (2024)

Side-Channel Attacks on Open vSwitch
by: Kim, Daewoo, et al.
Published: (2026)

MCU-Wide Timing Side Channels and Their Detection
by: Müller, Johannes, et al.
Published: (2023)

Stochastic Training for Side-Channel Resilient AI
by: Dubey, Anuj, et al.
Published: (2025)

NetEcho: From Real-World Streaming Side-Channels to Full LLM Conversation Recovery
by: Zhang, Zheng, et al.
Published: (2025)

Side-Channel Analysis of OpenVINO-based Neural Network Models
by: Jap, Dirmanto, et al.
Published: (2024)

Power Side-Channel Analysis of the CVA6 RISC-V Core at the RTL Level Using VeriSide
by: Farnaghinejad, Behnam, et al.
Published: (2025)

Machine Learning-Based AES Key Recovery via Side-Channel Analysis on the ASCAD Dataset
by: Poudel, Mukesh, et al.
Published: (2025)

Obelix: Mitigating Side-Channels Through Dynamic Obfuscation
by: Wichelmann, Jan, et al.
Published: (2025)

Acoustic Side-Channel Attacks on a Computer Mouse
by: Conti, Mauro, et al.
Published: (2025)

Towards Strengthening Deep Learning-based Side Channel Attacks with Mixup
by: Luo, Zhimin, et al.
Published: (2021)

InputSnatch: Stealing Input in LLM Services via Timing Side-Channel Attacks
by: Zheng, Xinyao, et al.
Published: (2024)

BudgetLeak: Membership Inference Attacks on RAG Systems via the Generation Budget Side Channel
by: Li, Hao, et al.
Published: (2025)

LocalAlign: Enabling Generalizable Prompt Injection Defense via Generation of Near-Target Adversarial Examples for Alignment Training
by: Gong, Yuyang, et al.
Published: (2026)

Radio-Frequency Side-Channel Analysis of a Trapped-Ion Quantum Computer
by: Grigolo, Giorgio, et al.
Published: (2026)

Adversarial Attack Based Countermeasures against Deep Learning Side-Channel Attacks
by: Gu, Ruizhe, et al.
Published: (2020)

Cross-Scale Persistence Analysis of EM Side-Channels for Reference-Free Detection of Always-On Hardware Trojans
by: Tahghigh, Mahsa, et al.
Published: (2026)

Improving Location-based Thermal Emission Side-Channel Analysis Using Iterative Transfer Learning
by: Lou, Tun-Chieh, et al.
Published: (2024)

Observable Channels, Not Just Storage: Evaluating Privacy Leakage in LLM Agent Pipelines
by: Huang, Tao, et al.
Published: (2026)

Acoustic Side Channel Attack on Keyboards Based on Typing Patterns
by: Taheritajar, Alireza, et al.
Published: (2024)

Lightweight Countermeasures Against Static Power Side-Channel Attacks
by: Bhandari, Jitendra, et al.
Published: (2024)