Analysis of LLM Vulnerability to GPU Soft Errors: An Instruction-Level Fault Injection Study
Fuente:
arXiv
Saved in:
| Main Authors: | Chai, Duo, Liu, Zizhen, Wang, Shuhuai, Pei, Songwei, Liu, Cheng, Li, Huawei, Wang, Shangguang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On the Vulnerability of FHE Computation to Silent Data Corruption
by: Mu, Jianan, et al.
Published: (2026)
by: Mu, Jianan, et al.
Published: (2026)
Vulnerabilities in Partial TEE-Shielded LLM Inference with Precomputed Noise
by: Saini, Abhishek, et al.
Published: (2026)
by: Saini, Abhishek, et al.
Published: (2026)
Laser Fault Injection Attacks against Radiation Tolerant TMR Registers
by: Petryk, Dmytro, et al.
Published: (2024)
by: Petryk, Dmytro, et al.
Published: (2024)
CRAFT: Characterizing and Root-Causing Fault Injection Threats at Pre-Silicon
by: Malik, Arsalan Ali, et al.
Published: (2025)
by: Malik, Arsalan Ali, et al.
Published: (2025)
Confidential Computing on Heterogeneous CPU-GPU Systems: Survey and Future Directions
by: Wang, Qifan, et al.
Published: (2024)
by: Wang, Qifan, et al.
Published: (2024)
GPU Acceleration of TFHE-Based High-Precision Nonlinear Layers for Encrypted LLM Inference
by: Chen, Guoci, et al.
Published: (2026)
by: Chen, Guoci, et al.
Published: (2026)
Fastrack: Fast IO for Secure ML using GPU TEEs
by: Wang, Yongqin, et al.
Published: (2024)
by: Wang, Yongqin, et al.
Published: (2024)
WebGPU-SPY: Finding Fingerprints in the Sandbox through GPU Cache Attacks
by: Ferguson, Ethan, et al.
Published: (2024)
by: Ferguson, Ethan, et al.
Published: (2024)
Reliability Analysis of Fully Homomorphic Encryption Systems Under Memory Faults
by: Rajagede, Rian Adam, et al.
Published: (2025)
by: Rajagede, Rian Adam, et al.
Published: (2025)
DRAM-Profiler: An Experimental DRAM RowHammer Vulnerability Profiling Mechanism
by: Zhou, Ranyang, et al.
Published: (2024)
by: Zhou, Ranyang, et al.
Published: (2024)
Honest to a Fault: Root-Causing Fault Attacks with Pre-Silicon RISC Pipeline Characterization
by: Malik, Arsalan Ali, et al.
Published: (2025)
by: Malik, Arsalan Ali, et al.
Published: (2025)
FHECore: Rethinking GPU Microarchitecture for Fully Homomorphic Encryption
by: Daksha, Lohit, et al.
Published: (2026)
by: Daksha, Lohit, et al.
Published: (2026)
GPU in the Blind Spot: Overlooked Security Risks in Transportation
by: Puspa, Sefatun-Noor, et al.
Published: (2025)
by: Puspa, Sefatun-Noor, et al.
Published: (2025)
GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic Encryption
by: Shivdikar, Kaustubh, et al.
Published: (2023)
by: Shivdikar, Kaustubh, et al.
Published: (2023)
OpenGL GPU-Based Rowhammer Attack (Work in Progress)
by: Plin, Antoine, et al.
Published: (2025)
by: Plin, Antoine, et al.
Published: (2025)
RowPress Vulnerability in Modern DRAM Chips
by: Luo, Haocong, et al.
Published: (2024)
by: Luo, Haocong, et al.
Published: (2024)
Lost and Found in Speculation: Hybrid Speculative Vulnerability Detection
by: Rostami, Mohamadreza, et al.
Published: (2024)
by: Rostami, Mohamadreza, et al.
Published: (2024)
Side-channel Inference of User Activities in AR/VR Using GPU Profiling
by: Son, Seonghun, et al.
Published: (2025)
by: Son, Seonghun, et al.
Published: (2025)
ResiLogic: Leveraging Composability and Diversity to Design Fault and Intrusion Resilient Chips
by: Sheikh, Ahmad T., et al.
Published: (2024)
by: Sheikh, Ahmad T., et al.
Published: (2024)
Understanding the Error Sensitivity of Privacy-Aware Computing
by: Mazzanti, Matías, et al.
Published: (2025)
by: Mazzanti, Matías, et al.
Published: (2025)
Trojan-Resilient NTT: Protecting Against Control Flow and Timing Faults on Reconfigurable Platforms
by: Paul, Rourab, et al.
Published: (2026)
by: Paul, Rourab, et al.
Published: (2026)
LeapFrog: The Rowhammer Instruction Skip Attack
by: Adiletta, Andrew, et al.
Published: (2024)
by: Adiletta, Andrew, et al.
Published: (2024)
Understanding and Mitigating Covert Channel and Side Channel Vulnerabilities Introduced by RowHammer Defenses
by: Bostancı, F. Nisa, et al.
Published: (2025)
by: Bostancı, F. Nisa, et al.
Published: (2025)
Power Side-Channel Analysis of the CVA6 RISC-V Core at the RTL Level Using VeriSide
by: Farnaghinejad, Behnam, et al.
Published: (2025)
by: Farnaghinejad, Behnam, et al.
Published: (2025)
Enhancing Industrial Cybersecurity: SoftHSM Implementation on SBCs for Mitigating MITM Attacks
by: Amael, Joshua Tito, et al.
Published: (2024)
by: Amael, Joshua Tito, et al.
Published: (2024)
SoK: Fully Homomorphic Encryption Accelerators
by: Zhang, Junxue, et al.
Published: (2022)
by: Zhang, Junxue, et al.
Published: (2022)
Algorithms for Improving the Automatically Synthesized Instruction Set of an Extensible Processor
by: Sovietov, Peter
Published: (2024)
by: Sovietov, Peter
Published: (2024)
DRsam: Detection of Fault-Based Microarchitectural Side-Channel Attacks in RISC-V Using Statistical Preprocessing and Association Rule Mining
by: Hassan, Muhammad, et al.
Published: (2025)
by: Hassan, Muhammad, et al.
Published: (2025)
Error Detection Schemes for Barrett Reduction of CT-BU on FPGA in Post Quantum Cryptography
by: Baidya, Paresh, et al.
Published: (2025)
by: Baidya, Paresh, et al.
Published: (2025)
SMaCk: Efficient Instruction Cache Attacks via Self-Modifying Code Conflicts
by: Son, Seonghun, et al.
Published: (2025)
by: Son, Seonghun, et al.
Published: (2025)
Near Threshold Computation of Partitioned Ring Learning With Error (RLWE) Post Quantum Cryptography on Reconfigurable Architecture
by: Baidya, Paresh, et al.
Published: (2022)
by: Baidya, Paresh, et al.
Published: (2022)
ImPress: Securing DRAM Against Data-Disturbance Errors via Implicit Row-Press Mitigation
by: Qureshi, Moinuddin, et al.
Published: (2024)
by: Qureshi, Moinuddin, et al.
Published: (2024)
HammerSim: A System-Level Tool to Model RowHammer
by: Goswami, Kaustav, et al.
Published: (2026)
by: Goswami, Kaustav, et al.
Published: (2026)
LaMoS: Enabling Efficient Large Number Modular Multiplication through SRAM-based CiM Acceleration
by: Li, Haomin, et al.
Published: (2025)
by: Li, Haomin, et al.
Published: (2025)
Bit-Flip Vulnerability of Shared KV-Cache Blocks in LLM Serving Systems
by: Yamamoto, Yuji, et al.
Published: (2026)
by: Yamamoto, Yuji, et al.
Published: (2026)
The Road to Trust: Building Enclaves within Confidential VMs
by: Wang, Wenhao, et al.
Published: (2024)
by: Wang, Wenhao, et al.
Published: (2024)
Enabling Deterministic User-Level Interrupts in Real-Time Processors via Hardware Extension
by: Yang, Hongbin, et al.
Published: (2026)
by: Yang, Hongbin, et al.
Published: (2026)
Revisiting DRAM Read Disturbance: Identifying Inconsistencies Between Experimental Characterization and Device-Level Studies
by: Luo, Haocong, et al.
Published: (2025)
by: Luo, Haocong, et al.
Published: (2025)
System-Level Isolation for Mixed-Criticality RISC-V SoCs: A "World" Reality Check
by: Cunha, Luis, et al.
Published: (2026)
by: Cunha, Luis, et al.
Published: (2026)
PCG: Mitigating Conflict-based Cache Side-channel Attacks with Prefetching
by: Jiang, Fang, et al.
Published: (2024)
by: Jiang, Fang, et al.
Published: (2024)
Similar Items
-
On the Vulnerability of FHE Computation to Silent Data Corruption
by: Mu, Jianan, et al.
Published: (2026) -
Vulnerabilities in Partial TEE-Shielded LLM Inference with Precomputed Noise
by: Saini, Abhishek, et al.
Published: (2026) -
Laser Fault Injection Attacks against Radiation Tolerant TMR Registers
by: Petryk, Dmytro, et al.
Published: (2024) -
CRAFT: Characterizing and Root-Causing Fault Injection Threats at Pre-Silicon
by: Malik, Arsalan Ali, et al.
Published: (2025) -
Confidential Computing on Heterogeneous CPU-GPU Systems: Survey and Future Directions
by: Wang, Qifan, et al.
Published: (2024)