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Permissions are highly sensitive in Internet-of-Things (IoT) applications, as IoT devices collect our personal data and control the safety of our environment. Rather than simply granting permissions, further constraints shall be imposed on…

Cryptography and Security · Computer Science 2018-04-03 Lakshya Tandon , Philip W. L. Fong , Reihaneh Safavi-Naini

The endless stream of vulnerabilities urgently calls for principled mitigation to confine the effect of exploitation. However, the monolithic architecture of commodity OS kernels, like the Linux kernel, allows an attacker to compromise the…

Cryptography and Security · Computer Science 2024-09-17 Yinggang Guo , Zicheng Wang , Weiheng Bai , Qingkai Zeng , Kangjie Lu

In this paper, we present a comprehensive architecture for confidential computing, which we show to be general purpose and quite efficient. It executes the application as is, without any added burden or discipline requirements from the…

Cryptography and Security · Computer Science 2021-09-22 Jessica Tseng , Gianfranco Bilardi , Kattamuri Ekanadham , Manoj Kumar , Jose Moreira , P. C. Pattnaik

Modern machine learning increasingly requires training on a large collection of data from multiple sources, not all of which can be trusted. A particularly concerning scenario is when a small fraction of poisoned data changes the behavior…

Machine Learning · Computer Science 2021-04-26 Jonathan Hayase , Weihao Kong , Raghav Somani , Sewoong Oh

Protecting sensitive information in data-driven collaborations, such as AI training, while meeting the diverse requirements of multiple mutually distrusted stakeholders, is both crucial and challenging. This paper presents Styx, a novel…

Cryptography and Security · Computer Science 2026-04-07 Shixuan Zhao , Weicheng Wang , Ninghui Li , Zhiqiang Lin

The rapid expansion of the Internet of Things (IoT) has intensified security challenges, notably from Distributed Denial of Service (DDoS) attacks launched by compromised, resource-constrained devices. Traditional defenses are often…

Cryptography and Security · Computer Science 2025-08-05 Abdurrahman Tolay

Research on transient execution attacks including Spectre and Meltdown showed that exception or branch misprediction events might leave secret-dependent traces in the CPU's microarchitectural state. This observation led to a proliferation…

New hardware primitives such as Intel SGX secure a user-level process in presence of an untrusted or compromised OS. Such "enclaved execution" systems are vulnerable to several side-channels, one of which is the page fault channel. In this…

Cryptography and Security · Computer Science 2016-01-13 Shweta Shinde , Zheng Leong Chua , Viswesh Narayanan , Prateek Saxena

Satellite broadband services are critical infrastructures enabling advanced technologies to function in the most remote regions of the globe. However, status-quo services are often unencrypted by default and vulnerable to eavesdropping…

Cryptography and Security · Computer Science 2020-02-13 James Pavur , Martin Strohmeier , Vincent Lenders , Ivan Martinovic

Modern multi-core processors share cache resources for maximum cache utilization and performance gains. However, this leaves the cache vulnerable to side-channel attacks, where timing differences in shared cache behavior are exploited to…

Cryptography and Security · Computer Science 2019-09-23 Ghada Dessouky , Tommaso Frassetto , Ahmad-Reza Sadeghi

The Spectre speculative side-channel attacks pose formidable threats for security. Research has shown that code following the cryptographic constant-time discipline can be efficiently protected against Spectre v1 using a selective variant…

Cryptography and Security · Computer Science 2026-01-07 Jonathan Baumann , Roberto Blanco , Léon Ducruet , Sebastian Harwig , Catalin Hritcu

Frontier AI developers are relying on layers of safeguards to protect against catastrophic misuse of AI systems. Anthropic and OpenAI guard their latest Opus 4 model and GPT-5 models using such defense pipelines, and other frontier…

Computation and Language · Computer Science 2026-02-06 Ian R. McKenzie , Oskar J. Hollinsworth , Tom Tseng , Xander Davies , Stephen Casper , Aaron D. Tucker , Robert Kirk , Adam Gleave

While it is compelling to process large streams of IoT data on the cloud edge, doing so exposes the data to a sophisticated, vulnerable software stack on the edge and hence security threats. To this end, we advocate isolating the data and…

Cryptography and Security · Computer Science 2019-06-07 Heejin Park , Shuang Zhai , Long Lu , Felix Xiaozhu Lin

ARM Memory Tagging Extension (MTE) is a new hardware feature introduced in ARMv8.5-A architecture, aiming to detect memory corruption vulnerabilities. The low overhead of MTE makes it an attractive solution to mitigate memory corruption…

Cryptography and Security · Computer Science 2024-06-14 Juhee Kim , Jinbum Park , Sihyeon Roh , Jaeyoung Chung , Youngjoo Lee , Taesoo Kim , Byoungyoung Lee

Networks can now process data as well as transporting it; it follows that they can support multiple services, each requiring different key performance indicators (KPIs). Because of the former, it is critical to efficiently allocate network…

Networking and Internet Architecture · Computer Science 2021-10-15 Jorge {Martín-Pérez} , Francesco Malandrino , Carla Fabiana Chiasserini , Carlos J. Bernardos

Hardware-enclaves that target complex CPU designs compromise both security and performance. Programs have little control over micro-architecture, which leads to side-channel leaks, and then have to be transformed to have worst-case control-…

Cryptography and Security · Computer Science 2020-07-16 Sarbartha Banerjee , Prakash Ramrakhyani , Shijia Wei , Mohit Tiwari

Hardware support for trusted execution in modern CPUs enables tenants to shield their data processing workloads in otherwise untrusted cloud environments. Runtime systems for the trusted execution must rely on an interface to the untrusted…

Operating Systems · Computer Science 2020-01-22 Christian Priebe , Divya Muthukumaran , Joshua Lind , Huanzhou Zhu , Shujie Cui , Vasily A. Sartakov , Peter Pietzuch

Selective data protection is a promising technique to defend against the data leakage attack. In this paper, we revisit technical challenges that were neglected when applying this protection to real applications. These challenges include…

Cryptography and Security · Computer Science 2021-06-01 Lin Ma , Jinyan Xu , Jiadong Sun , Yajin Zhou , Xun Xie , Wenbo Shen , Rui Chang , Kui Ren

Running off-site software middleboxes at third-party service providers has been a popular practice. However, routing large volumes of raw traffic, which may carry sensitive information, to a remote site for processing raises severe security…

Cryptography and Security · Computer Science 2019-10-17 Huayi Duan , Cong Wang , Xingliang Yuan , Yajin Zhou , Qian Wang , Kui Ren

Software transactional memory implementations which allow transactions to work on inconsistent states of shared data, risk to cause application visible errors such as memory access violations or endless loops. Hence, many implementations…

Distributed, Parallel, and Cluster Computing · Computer Science 2014-09-23 Holger Machens