Cover Image

Side-Channel Extraction of Dataflow AI Accelerator Hardware Parameters

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lomet, Guillaume, Salvador, Ruben, Colombier, Brice, Grosso, Vincent, Sentieys, Olivier, Killian, Cedric
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Divide-and-Conquer Strategy for Hard-Label Extraction of Deep Neural Networks via Side-Channel Attacks
by: Coqueret, Benoit, et al.
Published: (2024)

Revealing CNN Architectures via Side-Channel Analysis in Dataflow-based Inference Accelerators
by: Weerasena, Hansika, et al.
Published: (2023)

Detecting Hardware Trojans in Microprocessors via Hardware Error Correction Code-based Modules
by: Palumbo, Alessandro, et al.
Published: (2025)

Double Strike: Breaking Approximation-Based Side-Channel Countermeasures for DNNs
by: Casalino, Lorenzo, et al.
Published: (2026)

Multi-Screaming-Channel Attacks: Frequency Diversity for Enhanced Attacks
by: Guillaume, Jeremy, et al.
Published: (2025)

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

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

MACPruning: Dynamic Operation Pruning to Mitigate Side-Channel DNN Model Extraction
by: Ding, Ruyi, et al.
Published: (2025)

An AI-Enabled Side Channel Power Analysis Based Hardware Trojan Detection Method for Securing the Integrated Circuits in Cyber-Physical Systems
by: Puspa, Sefatun-Noor, et al.
Published: (2024)

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

Fight Hardware with Hardware: System-wide Detection and Mitigation of Side-Channel Attacks using Performance Counters
by: Carnà, Stefano, et al.
Published: (2024)

AI-Assisted Hardware Security Verification: A Survey and AI Accelerator Case Study
by: Hasan, Khan Thamid, et al.
Published: (2026)

An FPGA-Based Open-Source Hardware-Software Framework for Side-Channel Security Research
by: Zoni, Davide, et al.
Published: (2024)

Rethinking Side-Channel Analysis: Automated Discovery and Analysis of Side-Channel Leakage with LLM-Assisted Agents
by: Xu, Zhen, et al.
Published: (2026)

Attacking at non-harmonic frequencies in screaming-channel attacks
by: Guillaume, Jeremy, et al.
Published: (2023)

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

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

Machine-Checked Cardinality Bounds for Masked Barrett Reduction: A 1-Bit Side-Channel Leakage Barrier in Post-Quantum Cryptographic Hardware
by: Iskander, Ray, et al.
Published: (2026)

Recipe: Hardware-Accelerated Replication Protocols
by: Giantsidi, Dimitra, et al.
Published: (2025)

Accelerating Hardware Verification with Graph Models
by: Saravanan, Raghul, et al.
Published: (2024)

HF-NTT: Hazard-Free Dataflow Accelerator for Number Theoretic Transform
by: Meng, Xiangchen, et al.
Published: (2024)

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

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

Hardware-Enabled Mechanisms for Verifying Responsible AI Development
by: O'Gara, Aidan, et al.
Published: (2025)

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

Fuzzing the PHP Interpreter via Dataflow Fusion
by: Jiang, Yuancheng, et al.
Published: (2024)

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)

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

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

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

Hardware-Agnostic Modeling of Quantum Side-Channel Leakage via Conditional Dynamics and Learning from Full Correlation Data
by: Bell, Brennan, et al.
Published: (2026)

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)

Machine Learning Power Side-Channel Attack on SNOW-V
by: Deepak, et al.
Published: (2025)

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)

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

Exploiting HDMI and USB Ports for GPU Side-Channel Insights
by: Arefin, Sayed Erfan, et al.
Published: (2024)

Data-Oblivious ML Accelerators using Hardware Security Extensions
by: ElAtali, Hossam, et al.
Published: (2024)