Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators
on Multi-Tenant FPGAs

Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs

14 December 2020

Nicolas Papernot

Papers citing "Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs"

11 / 11 papers shown

Title
Energy-Latency Attacks: A New Adversarial Threat to Deep Learning H. B. Meftah W. Hamidouche Sid Ahmed Fezza Olivier Déforges AAML 48 0 0 06 Mar 2025
The Inherent Adversarial Robustness of Analog In-Memory Computing Corey Lammie Julian Büchel A. Vasilopoulos Manuel Le Gallo Abu Sebastian AAML 46 0 0 11 Nov 2024
Hacking the Fabric: Targeting Partial Reconfiguration for Fault Injection in FPGA Fabrics Jayeeta Chaudhuri Hassan Nassar Dennis R. E. Gnad J. Henkel M. Tahoori Krishnendu Chakrabarty 27 1 0 21 Oct 2024
MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs Lilas Alrahis Hassan Nassar Jonas Krautter Dennis R. E. Gnad Lars Bauer Jörg Henkel M. Tahoori 27 2 0 04 Mar 2024
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification Bang Wu Xingliang Yuan Shuo Wang Qi Li Minhui Xue Shirui Pan 26 8 0 13 Dec 2023
A Survey of FPGA Optimization Methods for Data Center Energy Efficiency Mattia Tibaldi C. Pilato 19 7 0 22 Sep 2023
Machine Learning needs Better Randomness Standards: Randomised Smoothing and PRNG-based attacks Pranav Dahiya Ilia Shumailov Ross J. Anderson SILM AAML 29 0 0 24 Jun 2023
Pentimento: Data Remanence in Cloud FPGAs Colin Drewes Olivia Weng Andres Meza Alric Althoff David Kohlbrenner Ryan Kastner D. Richmond 26 4 0 31 Mar 2023
SHIELD: An Adaptive and Lightweight Defense against the Remote Power Side-Channel Attacks on Multi-tenant FPGAs Mahya Morid Ahmadi Faiq Khalid Radha Vaidya F. Kriebel A. Steininger Muhammad Shafique 14 3 0 11 Mar 2023
Multi-Tenant Cloud FPGA: A Survey on Security M. Ahmed Joel Mandebi S. Saha C. Bobda 19 5 0 22 Sep 2022
Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors Avishag Shapira Alon Zolfi Luca Demetrio Battista Biggio A. Shabtai AAML 29 30 0 26 May 2022