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One-sided matching problems with ordinal preferences, such as hostel room allocation, are commonly solved using the Top Trading Cycles (TTC) mechanism, which guarantees Pareto-optimal (PO) outcomes. However, TTC does not yield a unique…

计算机科学与博弈论 · 计算机科学 2026-05-14 Bhavik Dodda , Garima Shakya

Deep Neural Network (DNN) classifiers are vulnerable to adversarial attack, where an imperceptible perturbation could result in misclassification. However, the vulnerability of DNN-based image ranking systems remains under-explored. In this…

计算机视觉与模式识别 · 计算机科学 2020-07-07 Mo Zhou , Zhenxing Niu , Le Wang , Qilin Zhang , Gang Hua

While various aspects of edge computing (EC) have been studied extensively, the current literature has overlooked the robust edge network operations and planning problem. To this end, this letter proposes a novel fairness-aware…

最优化与控制 · 数学 2023-02-07 Duong Thuy Anh Nguyen , Jiaming Cheng , Ni Trieu , Duong Tung Nguyen

Strictly serializable datastores greatly simplify the development of correct applications by providing strong consistency guarantees. However, existing techniques pay unnecessary costs for naturally consistent transactions, which arrive at…

分布式、并行与集群计算 · 计算机科学 2023-09-26 Haonan Lu , Shuai Mu , Siddhartha Sen , Wyatt Lloyd

Current anonymizing networks have become an important tool for guaranteeing users' privacy. However, these platforms can be used to perform illegitimate actions, which sometimes makes service providers see traffic coming from these networks…

密码学与安全 · 计算机科学 2014-12-16 Jesus Diaz , David Arroyo , Francisco B. Rodriguez

High-demand LLM inference services (e.g., ChatGPT and BARD) support a wide range of requests from short chat conversations to long document reading. To ensure that all client requests are processed fairly, most major LLM inference services…

人工智能 · 计算机科学 2024-06-06 Ying Sheng , Shiyi Cao , Dacheng Li , Banghua Zhu , Zhuohan Li , Danyang Zhuo , Joseph E. Gonzalez , Ion Stoica

We introduce the dueling teams problem, a new online-learning setting in which the learner observes noisy comparisons of disjoint pairs of $k$-sized teams from a universe of $n$ players. The goal of the learner is to minimize the number of…

机器学习 · 计算机科学 2021-07-07 Lee Cohen , Ulrike Schmidt-Kraepelin , Yishay Mansour

Neural text ranking models have witnessed significant advancement and are increasingly being deployed in practice. Unfortunately, they also inherit adversarial vulnerabilities of general neural models, which have been detected but remain…

信息检索 · 计算机科学 2023-04-19 Jiawei Liu , Yangyang Kang , Di Tang , Kaisong Song , Changlong Sun , Xiaofeng Wang , Wei Lu , Xiaozhong Liu

Users of decentralized finance (DeFi) applications face significant risks from adversarial actions that manipulate the order of transactions to extract value from users. Such actions -- an adversarial form of what is called…

密码学与安全 · 计算机科学 2024-08-06 Kushal Babel , Nerla Jean-Louis , Yan Ji , Ujval Misra , Mahimna Kelkar , Kosala Yapa Mudiyanselage , Andrew Miller , Ari Juels

This paper studies proof-of-work Nakamoto consensus protocols under bounded network delays, settling two long-standing questions in blockchain security: What is the most effective attack on block safety under a given block confirmation…

密码学与安全 · 计算机科学 2025-09-16 Shu-Jie Cao , Dongning Guo

In recent years, machine learning has become prevalent in numerous tasks, including algorithmic trading. Stock market traders utilize machine learning models to predict the market's behavior and execute an investment strategy accordingly.…

交易与市场微观结构 · 定量金融 2021-09-03 Elior Nehemya , Yael Mathov , Asaf Shabtai , Yuval Elovici

Validators in permissionless, large-scale blockchains, such as Ethereum, are typically payoff-maximizing, rational actors. Ethereum relies on in-protocol incentives, like rewards for correct and timely votes, to induce honest behavior and…

密码学与安全 · 计算机科学 2025-05-06 Roozbeh Sarenche , Ertem Nusret Tas , Barnabe Monnot , Caspar Schwarz-Schilling , Bart Preneel

A *sore loser attack* in cross-blockchain commerce rises when one party decides to halt participation partway through, leaving other parties' assets locked up for a long duration. Although vulnerability to sore loser attacks cannot be…

密码学与安全 · 计算机科学 2021-05-31 Yingjie Xue , Maurice Herlihy

We consider time synchronization attack against multi-system scheduling in a remote state estimation scenario where a number of sensors monitor different linear dynamical processes and schedule their transmissions through a shared collision…

系统与控制 · 计算机科学 2019-05-06 Ziyang Guo , Yuqing Ni , Wing Shing Wong , Ling Shi

We design TimeBoost: a practical transaction ordering policy for rollup sequencers that takes into account both transaction timestamps and bids; it works by creating a score from timestamps and bids, and orders transactions based on this…

计算机科学与博弈论 · 计算机科学 2023-08-17 Akaki Mamageishvili , Mahimna Kelkar , Jan Christoph Schlegel , Edward W. Felten

We study matching problems in which agents form one side of a bipartite graph and have preferences over objects on the other side. A central solution concept in this setting is popularity: a matching is popular if it is a (weak) Condorcet…

计算机科学与博弈论 · 计算机科学 2026-02-19 Telikepalli Kavitha , Jannik Matuschke , Ulrike Schmidt-Kraepelin

In the realm of computer systems, efficient utilisation of the CPU (Central Processing Unit) has always been a paramount concern. Researchers and engineers have long sought ways to optimise process execution on the CPU, leading to the…

操作系统 · 计算机科学 2024-12-18 Supriya Manna , Krishna Siva Prasad Mudigonda

This paper addresses the security allocation problem within networked control systems, which consist of multiple interconnected control systems under the influence of two opposing agents: a defender and a malicious adversary. The adversary…

系统与控制 · 电气工程与系统科学 2026-03-31 Anh Tung Nguyen , Andreas Hertzberg , André MH Teixeira

Blockchains revolutionized centralized sectors like banking and finance by promoting decentralization and transparency. In a blockchain, information is transmitted through transactions issued by participants or applications. Miners…

密码学与安全 · 计算机科学 2024-05-30 Johnnatan Messias Peixoto Afonso

This paper studies a bandit optimization problem where the goal is to maximize a function $f(x)$ over $T$ periods for some unknown strongly concave function $f$. We consider a new pairwise comparison oracle, where the decision-maker chooses…

机器学习 · 计算机科学 2025-05-29 Xiangyu Chang , Xi Chen , Yining Wang , Zhiyi Zeng