GenBFA: An Evolutionary Optimization Approach to Bit-Flip Attacks on LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Das, Sanjay, Bhattacharya, Swastik, Kundu, Souvik, Kundu, Shamik, Menon, Anand, Raha, Arnab, Basu, Kanad |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
COBRA: Catastrophic Bit-flip Reliability Analysis of State-Space Models
by: Das, Sanjay, et al.
Published: (2025)
by: Das, Sanjay, et al.
Published: (2025)
Enhancing Large Language Models for Hardware Verification: A Novel SystemVerilog Assertion Dataset
by: Menon, Anand, et al.
Published: (2025)
by: Menon, Anand, et al.
Published: (2025)
SafeCiM: Investigating Resilience of Hybrid Floating-Point Compute-in-Memory Deep Learning Accelerators
by: Bhattacharya, Swastik, et al.
Published: (2025)
by: Bhattacharya, Swastik, et al.
Published: (2025)
ObfusBFA: A Holistic Approach to Safeguarding DNNs from Different Types of Bit-Flip Attacks
by: Yan, Xiaobei, et al.
Published: (2025)
by: Yan, Xiaobei, et al.
Published: (2025)
FlipLLM: Efficient Bit-Flip Attacks on Multimodal LLMs using Reinforcement Learning
by: Khalil, Khurram, et al.
Published: (2025)
by: Khalil, Khurram, et al.
Published: (2025)
LMN: A Tool for Generating Machine Enforceable Policies from Natural Language Access Control Rules using LLMs
by: Sonune, Pratik, et al.
Published: (2025)
by: Sonune, Pratik, et al.
Published: (2025)
Advancing Honeywords for Real-World Authentication Security
by: Das, Sudiksha, et al.
Published: (2025)
by: Das, Sudiksha, et al.
Published: (2025)
Invisible Hands: Gray-Box Bit Flip Attack for Steering LLMs Without Knowledge of Gradients, Data, and Weights
by: Almalky, Abeer Matar A., et al.
Published: (2025)
by: Almalky, Abeer Matar A., et al.
Published: (2025)
Targeted Bit-Flip Attacks on LLM-Based Agents
by: Wang, Jialai, et al.
Published: (2026)
by: Wang, Jialai, et al.
Published: (2026)
CryptRISC: A Secure RISC-V Processor for High-Performance Cryptography with Power Side-Channel Protection
by: Srivastava, Amisha, et al.
Published: (2026)
by: Srivastava, Amisha, et al.
Published: (2026)
FlipAttack: Jailbreak LLMs via Flipping
by: Liu, Yue, et al.
Published: (2024)
by: Liu, Yue, et al.
Published: (2024)
Machine Learning Power Side-Channel Attack on SNOW-V
by: Deepak, et al.
Published: (2025)
by: Deepak, et al.
Published: (2025)
Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks
by: Kundu, Satwik, et al.
Published: (2024)
by: Kundu, Satwik, et al.
Published: (2024)
A Semi Black-Box Adversarial Bit-Flip Attack with Limited DNN Model Information
by: Ghavami, Behnam, et al.
Published: (2024)
by: Ghavami, Behnam, et al.
Published: (2024)
Bit-Flipping Attack Exploration and Countermeasure in 5G Network
by: Kim, Joon, et al.
Published: (2025)
by: Kim, Joon, et al.
Published: (2025)
Rotated Robustness: A Training-Free Defense against Bit-Flip Attacks on Large Language Models
by: Liu, Deng, et al.
Published: (2026)
by: Liu, Deng, et al.
Published: (2026)
SilentStriker:Toward Stealthy Bit-Flip Attacks on Large Language Models
by: Xu, Haotian, et al.
Published: (2025)
by: Xu, Haotian, et al.
Published: (2025)
TFL: Targeted Bit-Flip Attack on Large Language Model
by: Guo, Jingkai, et al.
Published: (2026)
by: Guo, Jingkai, et al.
Published: (2026)
Verification of Bit-Flip Attacks against Quantized Neural Networks
by: Zhang, Yedi, et al.
Published: (2025)
by: Zhang, Yedi, et al.
Published: (2025)
Resurrection Attack: Defeating Xilinx MPU's Memory Protection
by: Madabhushi, Bharadwaj, et al.
Published: (2024)
by: Madabhushi, Bharadwaj, et al.
Published: (2024)
DeepNcode: Encoding-Based Protection against Bit-Flip Attacks on Neural Networks
by: Velčický, Patrik, et al.
Published: (2024)
by: Velčický, Patrik, et al.
Published: (2024)
Linearizing Models for Efficient yet Robust Private Inference
by: Sarkar, Sreetama, et al.
Published: (2024)
by: Sarkar, Sreetama, et al.
Published: (2024)
Compiled Models, Built-In Exploits: Uncovering Pervasive Bit-Flip Attack Surfaces in DNN Executables
by: Chen, Yanzuo, et al.
Published: (2023)
by: Chen, Yanzuo, et al.
Published: (2023)
CAIBA: Multicast Source Authentication for CAN Through Reactive Bit Flipping
by: Wagner, Eric, et al.
Published: (2025)
by: Wagner, Eric, et al.
Published: (2025)
Memory Scraping Attack on Xilinx FPGAs: Private Data Extraction from Terminated Processes
by: Madabhushi, Bharadwaj, et al.
Published: (2024)
by: Madabhushi, Bharadwaj, et al.
Published: (2024)
The Quantum-Cryptographic Co-evolution
by: Kundu, Ashish, et al.
Published: (2026)
by: Kundu, Ashish, et al.
Published: (2026)
FaRAccel: FPGA-Accelerated Defense Architecture for Efficient Bit-Flip Attack Resilience in Transformer Models
by: Nazari, Najmeh, et al.
Published: (2025)
by: Nazari, Najmeh, et al.
Published: (2025)
Characterizing the Sensitivity to Individual Bit Flips in Client-Side Operations of the CKKS Scheme
by: Mazzanti, Matias, et al.
Published: (2025)
by: Mazzanti, Matias, et al.
Published: (2025)
SBFA: Single Sneaky Bit Flip Attack to Break Large Language Models
by: Guo, Jingkai, et al.
Published: (2025)
by: Guo, Jingkai, et al.
Published: (2025)
A Generative Approach to Surrogate-based Black-box Attacks
by: Moraffah, Raha, et al.
Published: (2024)
by: Moraffah, Raha, et al.
Published: (2024)
Using Retriever Augmented Large Language Models for Attack Graph Generation
by: Prapty, Renascence Tarafder, et al.
Published: (2024)
by: Prapty, Renascence Tarafder, et al.
Published: (2024)
QubitHammer: Remotely Inducing Qubit State Change on Superconducting Quantum Computers
by: Tan, Yizhuo, et al.
Published: (2025)
by: Tan, Yizhuo, et al.
Published: (2025)
Interoperability and Explicable AI-based Zero-Day Attacks Detection Process in Smart Community
by: Sayduzzaman, Mohammad, et al.
Published: (2024)
by: Sayduzzaman, Mohammad, et al.
Published: (2024)
Impactful Bit-Flip Search on Full-precision Models
by: Benedek, Nadav, et al.
Published: (2024)
by: Benedek, Nadav, et al.
Published: (2024)
BitFlipScope: Scalable Fault Localization and Recovery for Bit-Flip Corruptions in LLMs
by: Karamat, Muhammad Zeeshan, et al.
Published: (2025)
by: Karamat, Muhammad Zeeshan, et al.
Published: (2025)
Approaching the Harm of Gradient Attacks While Only Flipping Labels
by: El-Kabid, Abdessamad, et al.
Published: (2025)
by: El-Kabid, Abdessamad, et al.
Published: (2025)
Evaluating Synthetic Command Attacks on Smart Voice Assistants
by: He, Zhengxian, et al.
Published: (2024)
by: He, Zhengxian, et al.
Published: (2024)
Automated Consistency Analysis of LLMs
by: Patwardhan, Aditya, et al.
Published: (2025)
by: Patwardhan, Aditya, et al.
Published: (2025)
Adversarial Data Poisoning Attacks on Quantum Machine Learning in the NISQ Era
by: Kundu, Satwik, et al.
Published: (2024)
by: Kundu, Satwik, et al.
Published: (2024)
Adversarial Threats in Quantum Machine Learning: A Survey of Attacks and Defenses
by: Ghosh, Archisman, et al.
Published: (2025)
by: Ghosh, Archisman, et al.
Published: (2025)
Similar Items
-
COBRA: Catastrophic Bit-flip Reliability Analysis of State-Space Models
by: Das, Sanjay, et al.
Published: (2025) -
Enhancing Large Language Models for Hardware Verification: A Novel SystemVerilog Assertion Dataset
by: Menon, Anand, et al.
Published: (2025) -
SafeCiM: Investigating Resilience of Hybrid Floating-Point Compute-in-Memory Deep Learning Accelerators
by: Bhattacharya, Swastik, et al.
Published: (2025) -
ObfusBFA: A Holistic Approach to Safeguarding DNNs from Different Types of Bit-Flip Attacks
by: Yan, Xiaobei, et al.
Published: (2025) -
FlipLLM: Efficient Bit-Flip Attacks on Multimodal LLMs using Reinforcement Learning
by: Khalil, Khurram, et al.
Published: (2025)