Copertina

Thales: Formulating and Estimating Architectural Vulnerability Factors for DNN Accelerators

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Tyagi, Abhishek, Gan, Yiming, Liu, Shaoshan, Yu, Bo, Whatmough, Paul, Zhu, Yuhao
Natura:	Preprint
Pubblicazione:	2022
Soggetti:	Hardware Architecture Cryptography and Security Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

REDACTOR: eFPGA Redaction for DNN Accelerator Security
di: Baddour, Yazan, et al.
Pubblicazione: (2025)

Vulnerabilities in Partial TEE-Shielded LLM Inference with Precomputed Noise
di: Saini, Abhishek, et al.
Pubblicazione: (2026)

PDF: PUF-based DNN Fingerprinting for Knowledge Distillation Traceability
di: Lyu, Ning, et al.
Pubblicazione: (2026)

SZKP: A Scalable Accelerator Architecture for Zero-Knowledge Proofs
di: Daftardar, Alhad, et al.
Pubblicazione: (2024)

On the Vulnerability of FHE Computation to Silent Data Corruption
di: Mu, Jianan, et al.
Pubblicazione: (2026)

FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration
di: Zhang, Junxue, et al.
Pubblicazione: (2025)

AMAZE: Accelerated MiMC Hardware Architecture for Zero-Knowledge Applications on the Edge
di: Ahmed, Anees, et al.
Pubblicazione: (2024)

EFFACT: A Highly Efficient Full-Stack FHE Acceleration Platform
di: Huang, Yi, et al.
Pubblicazione: (2025)

DRAM-Profiler: An Experimental DRAM RowHammer Vulnerability Profiling Mechanism
di: Zhou, Ranyang, et al.
Pubblicazione: (2024)

Exploiting the Vulnerability of Large Language Models via Defense-Aware Architectural Backdoor
di: Miah, Abdullah Arafat, et al.
Pubblicazione: (2024)

RowPress Vulnerability in Modern DRAM Chips
di: Luo, Haocong, et al.
Pubblicazione: (2024)

Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator
di: Tyagi, Abhishek, et al.
Pubblicazione: (2024)

SoK: Fully Homomorphic Encryption Accelerators
di: Zhang, Junxue, et al.
Pubblicazione: (2022)

Near Threshold Computation of Partitioned Ring Learning With Error (RLWE) Post Quantum Cryptography on Reconfigurable Architecture
di: Baidya, Paresh, et al.
Pubblicazione: (2022)

Lost and Found in Speculation: Hybrid Speculative Vulnerability Detection
di: Rostami, Mohamadreza, et al.
Pubblicazione: (2024)

GPU Acceleration of TFHE-Based High-Precision Nonlinear Layers for Encrypted LLM Inference
di: Chen, Guoci, et al.
Pubblicazione: (2026)

Trinity: A General Purpose FHE Accelerator
di: Deng, Xianglong, et al.
Pubblicazione: (2024)

NTTSuite: Number Theoretic Transform Benchmarks for Accelerating Encrypted Computation
di: Ding, Juran, et al.
Pubblicazione: (2024)

Theodosian: A Deep Dive into Memory-Hierarchy-Centric FHE Acceleration
di: Choi, Wonseok, et al.
Pubblicazione: (2025)

DNA-HHE: Dual-mode Near-network Accelerator for Hybrid Homomorphic Encryption on the Edge
di: Zhao, Yifan, et al.
Pubblicazione: (2025)

Understanding and Mitigating Covert Channel and Side Channel Vulnerabilities Introduced by RowHammer Defenses
di: Bostancı, F. Nisa, et al.
Pubblicazione: (2025)

OFHE: An Electro-Optical Accelerator for Discretized TFHE
di: Zheng, Mengxin, et al.
Pubblicazione: (2024)

HE^2: A Communication-Light Heterogeneous Architecture for Efficient Fully Homomorphic Encryption
di: Shi, Shangyi, et al.
Pubblicazione: (2026)

Attacking AI Accelerators by Leveraging Arithmetic Properties of Addition
di: Heidary, Masoud, et al.
Pubblicazione: (2026)

Presto: Hardware Acceleration of Ciphers for Hybrid Homomorphic Encryption
di: Jeon, Yeonsoo, et al.
Pubblicazione: (2025)

LaMoS: Enabling Efficient Large Number Modular Multiplication through SRAM-based CiM Acceleration
di: Li, Haomin, et al.
Pubblicazione: (2025)

Efficient and Lightweight In-memory Computing Architecture for Hardware Security
di: Ajmi, Hala, et al.
Pubblicazione: (2022)

Low-Complexity Integer Divider Architecture for Homomorphic Encryption
di: Akherati, Sajjad, et al.
Pubblicazione: (2024)

A Near-Cache Architectural Framework for Cryptographic Computing
di: Zhang, Jingyao, et al.
Pubblicazione: (2025)

GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic Encryption
di: Shivdikar, Kaustubh, et al.
Pubblicazione: (2023)

if-ZKP: Intel FPGA-Based Acceleration of Zero Knowledge Proofs
di: Butt, Shahzad Ahmad, et al.
Pubblicazione: (2024)

FAME: FPGA Acceleration of Secure Matrix Multiplication with Homomorphic Encryption
di: Xu, Zhihan, et al.
Pubblicazione: (2025)

The Avatar Cache: Enabling On-Demand Security with Morphable Cache Architecture
di: Bhatla, Anubhav, et al.
Pubblicazione: (2026)

Random and Safe Cache Architecture to Defeat Cache Timing Attacks
di: Hu, Guangyuan, et al.
Pubblicazione: (2023)

Empowering Malware Detection Efficiency within Processing-in-Memory Architecture
di: Kasarapu, Sreenitha, et al.
Pubblicazione: (2024)

An Early Experience with Confidential Computing Architecture for On-Device Model Protection
di: Abdollahi, Sina, et al.
Pubblicazione: (2025)

Need for zkSpeed: Accelerating HyperPlonk for Zero-Knowledge Proofs
di: Daftardar, Alhad, et al.
Pubblicazione: (2025)

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

Security Enclave Architecture for Heterogeneous Security Primitives for Supply-Chain Attacks
di: Raj, Kshitij, et al.
Pubblicazione: (2025)

CiFHER: A Chiplet-Based FHE Accelerator with a Resizable Structure
di: Kim, Sangpyo, et al.
Pubblicazione: (2023)