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Monitoring kernel object modification of virtual machine is widely used by virtual-machine-introspection-based security monitors to protect virtual machines in cloud computing, such as monitoring dentry objects to intercept file operations,…

Cryptography and Security · Computer Science 2019-02-15 Dongyang Zhan , Huhua Li , Lin Ye , Hongli Zhang , Binxing Fang , Xiaojiang Du

Training frontier-scale foundation models involves coordinating tens of thousands of GPUs over multi-month runs, where even minor performance degradations can accumulate into substantial efficiency losses. Existing health-check mechanisms,…

Computational storage, known as a solution to significantly reduce the latency by moving data-processing down to the data storage, has received wide attention because of its potential to accelerate data-driven devices at the edge. To meet…

Information Theory · Computer Science 2021-03-23 Siyi Yang , Ahmed Hareedy , Robert Calderbank , Lara Dolecek

Object detection plays a key role in many security-critical systems. Adversarial patch attacks, which are easy to implement in the physical world, pose a serious threat to state-of-the-art object detectors. Developing reliable defenses for…

Computer Vision and Pattern Recognition · Computer Science 2022-05-03 Jiang Liu , Alexander Levine , Chun Pong Lau , Rama Chellappa , Soheil Feizi

CFI is a computer security technique that detects runtime attacks by monitoring a program's branching behavior. This work presents a detailed analysis of the security policies enforced by 21 recent hardware-based CFI architectures. The goal…

Cryptography and Security · Computer Science 2017-08-01 Ruan de Clercq , Ingrid Verbauwhede

Hypervisors are under threat by critical memory safety vulnerabilities, with pointer corruption being one of the most prevalent and severe forms. Existing exploitation frameworks depend on identifying highly-constrained structures in the…

Cryptography and Security · Computer Science 2025-12-30 Gaoning Pan , Yiming Tao , Qinying Wang , Chunming Wu , Mingde Hu , Yizhi Ren , Shouling Ji

Large language model (LLM)-based computer-use agents represent a convergence of AI and OS capabilities, enabling natural language to control system- and application-level functions. However, due to LLMs' inherent uncertainty issues,…

Cryptography and Security · Computer Science 2026-01-15 Haochen Gong , Chenxiao Li , Rui Chang , Wenbo Shen

Intel(R) Software Guard eXtensions (SGX) is a hardware-based technology for ensuring security of sensitive data from disclosure or modification that enables user-level applications to allocate protected areas of memory called enclaves. Such…

Cryptography and Security · Computer Science 2017-11-01 Rodolfo Silva , Pedro Barbosa , Andrey Brito

Self-checksumming (SC) is a tamper-proofing technique that ensures certain program segments (code) in memory hash to known values at runtime. SC has few restrictions on application and hence can protect a vast majority of programs. The code…

Cryptography and Security · Computer Science 2019-09-26 Mohsen Ahmadvand , Daniel Below , Sebastian Banescu , Alexander Pretschner

Intel's software guard extensions (SGX) provide hardware enclaves to guarantee confidentiality and integrity for sensitive code and data. However, systems leveraging such security mechanisms must often pay high performance overheads. A…

Cryptography and Security · Computer Science 2023-07-10 Peterson Yuhala , Michael Paper , Timothée Zerbib , Pascal Felber , Valerio Schiavoni , Alain Tchana

This work evaluates how well hardware-based approaches detect stack buffer overflow (SBO) attacks in RISC-V systems. We conducted simulations on the PULP platform and examined micro-architecture events using semi-supervised anomaly…

Cryptography and Security · Computer Science 2024-06-18 Cristiano Pegoraro Chenet , Ziteng Zhang , Alessandro Savino , Stefano Di Carlo

Boundary based blackbox attack has been recognized as practical and effective, given that an attacker only needs to access the final model prediction. However, the query efficiency of it is in general high especially for high dimensional…

Machine Learning · Computer Science 2021-06-14 Jiawei Zhang , Linyi Li , Huichen Li , Xiaolu Zhang , Shuang Yang , Bo Li

In light of increasing privacy concerns and stringent legal regulations, using secure multiparty computation (MPC) to enable collaborative GBDT model training among multiple data owners has garnered significant attention. Despite this,…

Cryptography and Security · Computer Science 2025-12-23 Anxiao Song , Shujie Cui , Jianli Bai , Ke Cheng , Yulong Shen , Giovanni Russello

A number of Internet of Things (IoTs) platforms have emerged to enable various IoT apps developed by third-party developers to automate smart homes. Prior research mostly concerns the overprivilege problem in the permission model. Our work,…

Cryptography and Security · Computer Science 2021-01-26 Haotian Chi , Qiang Zeng , Xiaojiang Du , Jiaping Yu

Cyber-physical systems (CPS) have been increasingly attacked by hackers. Recent studies have shown that CPS are especially vulnerable to insider attacks, in which case the attacker has full knowledge of the systems configuration. To better…

Applications · Statistics 2021-11-30 Michael Biehler , Zhen Zhong , Jianjun Shi

Chip Guard is a new approach to symbol-correcting error correction codes. It can be scaled to various data burst sizes and reliability levels. A specific version for DDR5 is described. It uses the usual DDR5 configuration of 8 data chips,…

Hardware Architecture · Computer Science 2023-01-19 Tanj Bennett

CySecTool is a tool that finds a cost-optimal security controls portfolio in a given budget for a probabilistic attack graph. A portfolio is a set of counter-measures, or controls, against vulnerabilities adopted for a computer system,…

Cryptography and Security · Computer Science 2022-04-26 Przemysław Buczkowski , Pasquale Malacaria , Chris Hankin , Andrew Fielder

Highly privileged software, such as firmware, is an attractive target for attackers. Thus, BIOS vendors use cryptographic signatures to ensure firmware integrity at boot time. Nevertheless, such protection does not prevent an attacker from…

Cryptography and Security · Computer Science 2018-03-08 Ronny Chevalier , Maugan Villatel , David Plaquin , Guillaume Hiet

Edge computing is emerging as a new paradigm to allow processing data at the edge of the network, where data is typically generated and collected, by exploiting multiple devices at the edge collectively. However, offloading tasks to other…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-08-16 Yasaman Keshtkarjahromi , Rawad Bitar , Venkat Dasari , Salim El Rouayheb , Hulya Seferoglu

This paper presents C-POD, a cloud-native framework that automates the deployment and management of edge pods for seamless remote access and sharing of wireless testbeds. C-POD leverages public cloud resources and edge pods to lower the…