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In the context of hardware trust and assurance, reverse engineering has been often considered as an illegal action. Generally speaking, reverse engineering aims to retrieve information from a product, i.e., integrated circuits (ICs) and…

Many design companies have gone fabless and rely on external fabrication facilities to produce chips due to increasing cost of semiconductor manufacturing. However, not all of these facilities can be considered trustworthy; some may inject…

密码学与安全 · 计算机科学 2024-10-01 Kevin Kwiat , Jason Kulick , Paul Ratazzi

The risk of hardware Trojans being inserted at various stages of chip production has increased in a zero-trust fabless era. To counter this, various machine learning solutions have been developed for the detection of hardware Trojans. While…

密码学与安全 · 计算机科学 2024-01-24 Rahul Vishwakarma , Amin Rezaei

Completely Automated Public Turing test to tell Computers and Humans Apart, short for CAPTCHA, is an essential and relatively easy way to defend against malicious attacks implemented by bots. The security and usability trade-off limits the…

密码学与安全 · 计算机科学 2023-11-23 Zisheng Xu , Qiao Yan , F. Richard Yu , Victor C. M. Leung

Internet of Things connects lots of small constrained devices to the Internet. As in any other environment, communication security is important and cryptographic algorithms are one of many elements that we use in order to keep messages…

密码学与安全 · 计算机科学 2017-02-28 Jakub Breier , Wei He

There has been an ongoing cycle where stronger defenses against adversarial attacks are subsequently broken by a more advanced defense-aware attack. We present a new approach towards ending this cycle where we "deflect'' adversarial attacks…

机器学习 · 计算机科学 2020-02-19 Yao Qin , Nicholas Frosst , Colin Raffel , Garrison Cottrell , Geoffrey Hinton

The hardware security community has made significant advances in detecting Hardware Trojan vulnerabilities using software fuzzing-inspired automated analysis. However, the Electronic Design Automation (EDA) code base itself remains…

密码学与安全 · 计算机科学 2024-02-01 Akshita Reddy Mavurapu , Haoqi Shan , Xiaolong Guo , Orlando Arias , Dean Sullivan

State-of-the-art defenses against adversarial patch attacks can now achieve strong certifiable robustness with a marginal drop in model utility. However, this impressive performance typically comes at the cost of 10-100x more inference-time…

计算机视觉与模式识别 · 计算机科学 2024-04-03 Chong Xiang , Tong Wu , Sihui Dai , Jonathan Petit , Suman Jana , Prateek Mittal

Thermal Trojan attacks present a pressing concern for the security and reliability of System-on-Chips (SoCs), especially in mobile applications. The situation becomes more complicated when such attacks are more evasive and operate…

密码学与安全 · 计算机科学 2025-07-09 Mehdi Elahi , Mohamed R. Elshamy , Abdel-Hameed Badawy , Ahmad Patooghy

In this paper, we consider the problem of attack identification in cyber-physical systems (CPS). Attack identification is often critical for the recovery and performance of a CPS that is targeted by malicious entities, allowing defenders to…

系统与控制 · 计算机科学 2017-03-14 Sean Weerakkody , Bruno Sinopoli

Significant research efforts have been dedicated to designing cryptographic algorithms that are quantum-resistant. The motivation is clear: robust quantum computers, once available, will render current cryptographic standards vulnerable.…

密码学与安全 · 计算机科学 2024-03-15 Samuel Pagliarini , Aikata Aikata , Malik Imran , Sujoy Sinha Roy

We introduce TNIC, a trusted NIC architecture for building trustworthy distributed systems deployed in heterogeneous, untrusted (Byzantine) cloud environments. TNIC builds a minimal, formally verified, silicon root-of-trust at the network…

密码学与安全 · 计算机科学 2025-02-11 Dimitra Giantsidi , Julian Pritzi , Felix Gust , Antonios Katsarakis , Atsushi Koshiba , Pramod Bhatotia

Fabrication-less design houses outsource their designs to 3rd party foundries to lower fabrication cost. However, this creates opportunities for a rogue in the foundry to introduce hardware Trojans, which stay inactive most of the time and…

密码学与安全 · 计算机科学 2017-05-03 Xiaotong Cui , Samah Saeed , Alwin Zulehner , Robert Wille , Rolf Drechsler , Kaijie Wu , Ramesh Karri

Trojan backdoor is a poisoning attack against Neural Network (NN) classifiers in which adversaries try to exploit the (highly desirable) model reuse property to implant Trojans into model parameters for backdoor breaches through a poisoned…

密码学与安全 · 计算机科学 2022-09-07 Guanxiong Liu , Abdallah Khreishah , Fatima Sharadgah , Issa Khalil

Cybersecurity research involves publishing papers about malicious exploits as much as publishing information on how to design tools to protect cyber-infrastructure. It is this information exchange between ethical hackers and security…

人工智能 · 计算机科学 2017-06-06 Federico Pistono , Roman V. Yampolskiy

The globalization of the Integrated Circuit (IC) supply chain has moved most of the design, fabrication, and testing process from a single trusted entity to various untrusted third-party entities around the world. The risk of using…

密码学与安全 · 计算机科学 2022-04-26 Rozhin Yasaei , Luke Chen , Shih-Yuan Yu , Mohammad Abdullah Al Faruque

In this paper, we propose a novel host-free Trojan attack with triggers that are fixed in the semantic space but not necessarily in the pixel space. In contrast to existing Trojan attacks which use clean input images as hosts to carry…

计算机视觉与模式识别 · 计算机科学 2021-10-27 Haripriya Harikumar , Kien Do , Santu Rana , Sunil Gupta , Svetha Venkatesh

The global semiconductor supply chain involves design and fabrication at various locations, which leads to multiple security vulnerabilities, e.g., Hardware Trojan (HT) insertion. Although most HTs target digital circuits, HTs can be…

硬件体系结构 · 计算机科学 2023-10-09 Enahoro Oriero , Faiq Khalid , Syed Rafay Hasan

The semiconductor industry is fully globalized and integrated circuits (ICs) are commonly defined, designed and fabricated in different premises across the world. This reduces production costs, but also exposes ICs to supply chain attacks,…

密码学与安全 · 计算机科学 2017-10-31 Vasilios Mavroudis , Andrea Cerulli , Petr Svenda , Dan Cvrcek , Dusan Klinec , George Danezis

The design of the defenses Internet systems can deploy against attack, especially adaptive and resilient defenses, must start from a realistic model of the threat. This requires an assessment of the capabilities of the adversary. The design…

数字图书馆 · 计算机科学 2007-05-23 David S. H. Rosenthal , Petros Maniatis , Mema Roussopoulos , T. J. Giuli , Mary Baker