Creating from noise: trace generations using diffusion model for side-channel attack

Creating from noise: trace generations using diffusion model for side-channel attack

In side-channel analysis (SCA), the success of an attack is largely dependent on the dataset sizes and the number of instances in each class. The generation of synthetic traces can help to improve at- tacks like profiling attacks. However, manually creating synthetic traces from actual traces is ard...

Saved in:

書目詳細資料
Main Authors:	Yap, Trevor, Jap, Dirmanto
其他作者:	School of Physical and Mathematical Sciences
格式:	Conference or Workshop Item
語言:	English
出版:	2024
主題:	Computer and Information Science Neural network Side-channel attacks
在線閱讀:	https://hdl.handle.net/10356/173619 https://aihws2024.aisylab.com/
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

相似書籍

Feature selection methods for non-profiled side-channel attacks on ECC
由: Bhasin, Shivam, et al.
出版: (2019)

Side channel attack on stream ciphers: a three-step approach to state/key recovery
由: Kumar, Satyam, et al.
出版: (2023)

Breaking redundancy-based countermeasures with random faults and power side channel
由: Saha, Sayandeep, et al.
出版: (2019)

On comparing side-channel properties of AES and ChaCha20 on microcontrollers
由: Najm, Zakaria, et al.
出版: (2019)

On side channel vulnerabilities of bit permutations in cryptographic algorithms
由: Breier, Jakub, et al.
出版: (2020)

Practical side-channel based model extraction attack on tree-based machine learning algorithm
由: Jap, Dirmanto, et al.
出版: (2021)

Practical Evaluation of FSE 2016 Customized Encoding Countermeasure
由: Bhasin, Shivam, et al.
出版: (2018)

Poster : recovering the input of neural networks via single shot side-channel attacks
由: Batina, Lejla, et al.
出版: (2021)

EFFICIENT SIDE-CHANNEL ATTACKS AND MACHINE LEARNING BASED SECURITY SOLUTIONS FOR SOC
由: FANG QIANG
出版: (2023)

Secured asynchronous-logic cryptography circuits to countermeasure against side-channel attack
由: Ng, Jun Sheng
出版: (2024)

Conventional and deep-learning-based side-channel analysis on embedded devices
由: Gao, Diyan
出版: (2025)

Will you cross the threshold for me? Generic side-channel assisted chosen-ciphertext attacks on NTRU-based KEMs
由: Ravi, Prasanna, et al.
出版: (2022)

A Study on Analyzing Side-Channel Resistant Encoding Schemes with Respect to Fault Attacks
由: Breier, Jakub, et al.
出版: (2018)

Mercury: an automated remote side-channel attack to Nvidia deep learning accelerator
由: Yan, Xiaobei, et al.
出版: (2023)

Non-profiled side-channel attack based on deep learning using picture trace
由: Won, Yoo-Seung, et al.
出版: (2021)

Peek into the black-box: interpretable neural network using SAT equations in side-channel analysis
由: Yap, Trevor, et al.
出版: (2023)

The curse of class imbalance and conflicting metrics with machine learning for side-channel evaluations
由: Picek, Stjepan, et al.
出版: (2022)

Laser Profiling for the Back-Side Fault Attacks: With a Practical Laser Skip Instruction Attack on AES
由: Breier, Jakub, et al.
出版: (2017)

Walls have ears: Eavesdropping user behaviors via graphics-interrupt-based side channel
由: MA, Haoyu, et al.
出版: (2020)

A formal methodology for verifying side-channel vulnerabilities in cache architectures
由: Jiang, Ke, et al.
出版: (2023)

Mind the portability : a warriors guide through realistic profiled side-channel analysis
由: Bhasin, Shivam, et al.
出版: (2021)

Exploring integrity of AEADs with faults: definitions and constructions
由: Saha, Sayandeep, et al.
出版: (2023)

On the effectiveness of using graphics interrupt as a side channel for user behavior snooping
由: MA, Haoyu, et al.
出版: (2022)

Highly secured arithmetic hiding based S-Box on AES-128 implementation
由: Pammu, Ali Akbar, et al.
出版: (2017)

Vulnerability analysis on noise-injection based hardware attack on deep neural networks
由: Liu, Wenye, et al.
出版: (2020)

DUALITY OF MICROPHONE PRIVACY: NEW THREATS AND IMPROVED DEFENSES
由: SOUNDARYA RAMESH
出版: (2025)

Differential Fault Attack on LEA
由: Jap, Dirmanto, et al.
出版: (2016)

On (in)security of edge-based machine learning against electromagnetic side-channels
由: Bhasin, Shivam, et al.
出版: (2023)

DNN model theft through trojan side-channel on edge FPGA accelerator
由: Chandrasekar, Srivatsan, et al.
出版: (2024)

Interceptive side channel attack on AES-128 wireless communications for IoT applications
由: Pammu, Ali Akbar, et al.
出版: (2017)

Deep learning-based side-channel analysis: exploiting vulnerabilities and explaining neural network decisions
由: Yap, Trevor Hong Eng
出版: (2025)

Ownership verification of DNN architectures via hardware cache side channels
由: Lou, Xiaoxuan, et al.
出版: (2022)

Testing Feasibility of Back-Side Laser Fault Injection on a Microcontroller
由: Breier, Jakub, et al.
出版: (2016)

A finer-grain analysis of the leakage (non) resilience of OCB
由: Berti, Francesco, et al.
出版: (2023)

Secure computing systems using emerging technologies
由: Rajendran, Gokulnath
出版: (2025)

Toward exposing timing-based probing attacks in web applications
由: Mao, J, et al.
出版: (2020)

RISKS AND USE OF SIDE CHANNELS IN MODERN WIRELESS SYSTEMS
由: NITYA LAKSHMANAN
出版: (2022)

Using model optimization as countermeasure against model recovery attacks
由: Jap, Dirmanto, et al.
出版: (2024)

Side-channel analysis based on joint moments
由: Xu, Qianyu
出版: (2024)

Towards Threat of Implementation Attacks on Substation Security: Case Study on Fault Detection and Isolation
由: Chattopadhyay, Anupam, et al.
出版: (2018)