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Personal sensory data is used by context-aware mobile applications to provide utility. However, the same data can also be used by an adversary to make sensitive inferences about a user thereby violating her privacy. We present DEEProtect, a…

密码学与安全 · 计算机科学 2017-11-20 Changchang Liu , Supriyo Chakraborty , Prateek Mittal

The proliferation of smartphone devices has led to the emergence of powerful user services from enabling interactions with friends and business associates to mapping, finding nearby businesses and alerting users in real-time. Moreover,…

密码学与安全 · 计算机科学 2023-02-13 Dimitrios Tomaras , Michail Tsenos , Vana Kalogeraki

Today's societies are enveloped in an ever-growing telecommunication infrastructure. This infrastructure offers important opportunities for sensing and recording a multitude of human behaviors. Human mobility patterns are a prominent…

计算机与社会 · 计算机科学 2016-10-18 Piotr Sapiezynski , Arkadiusz Stopczynski , David Kofoed Wind , Jure Leskovec , Sune Lehmann

Trilateration is one of the well-known threat models to the user's location privacy in location-based apps, especially those contain highly sensitive information such as dating apps. The threat model mainly bases on the publicly shown…

计算机与社会 · 计算机科学 2016-04-29 Nguyen Phong Hoang , Yasuhito Asano , Masatoshi Yoshikawa

A myriad of IoT devices such as bulbs, switches, speakers in a smart home environment allow users to easily control the physical world around them and facilitate their living styles through the sensors already embedded in these devices.…

Today, digital identity management for individuals is either inconvenient and error-prone or creates undesirable lock-in effects and violates privacy and security expectations. These shortcomings inhibit the digital transformation in…

密码学与安全 · 计算机科学 2023-11-06 Matthias Babel , Johannes Sedlmeir

Active authentication is the problem of continuously verifying the identity of a person based on behavioral aspects of their interaction with a computing device. In this study, we collect and analyze behavioral biometrics data from…

密码学与安全 · 计算机科学 2016-11-15 Lex Fridman , Steven Weber , Rachel Greenstadt , Moshe Kam

Contact tracing is an essential tool in containing infectious diseases such as COVID-19. Many countries and research groups have launched or announced mobile apps to facilitate contact tracing by recording contacts between users with some…

密码学与安全 · 计算机科学 2020-05-05 Ni Trieu , Kareem Shehata , Prateek Saxena , Reza Shokri , Dawn Song

In the modern digital world, a user of a smart system remains surrounded with as well as observed by a number of tiny IoT devices round the clock almost everywhere. Unfortunately, the ability of these devices to sense and share various…

密码学与安全 · 计算机科学 2022-07-26 Himanshu Goyal , Krishna Kodali , Sudipta Saha

Sensitive inferences and user re-identification are major threats to privacy when raw sensor data from wearable or portable devices are shared with cloud-assisted applications. To mitigate these threats, we propose mechanisms to transform…

机器学习 · 计算机科学 2019-11-15 Mohammad Malekzadeh , Richard G. Clegg , Andrea Cavallaro , Hamed Haddadi

Location information is the major component in location based applications. This information is used in different safety and service oriented applications to provide users with services according to their Geolocation. There are many…

网络与互联网体系结构 · 计算机科学 2012-01-11 Yasir Malik , Kishwer Abdul Khaliq , Bessam Abdulrazak , Usman Tariq

For real-world mobile applications such as location-based advertising and spatial crowdsourcing, a key to success is targeting mobile users that can maximally cover certain locations in a future period. To find an optimal group of users,…

密码学与安全 · 计算机科学 2017-11-21 Leye Wang , Gehua Qin , Dingqi Yang , Xiao Han , Xiaojuan Ma

With the rise of online lenders, the loan stacking problem has become a significant issue in the financial industry. One of the key steps in the fight against it is the querying of the loan history of a borrower from peer lenders. This is…

密码学与安全 · 计算机科学 2020-07-07 Yi Li , Kevin Gao , Yitao Duan , Wei Xu

Recent advancements in research have shown the efficacy of employing sensor measurements, such as voltage and power data, in identifying line outages within distribution grids. However, these measurements inadvertently pose privacy risks to…

应用统计 · 统计学 2024-06-06 Chenhan Xiao , Yizheng Liao , Yang Weng

It is important to study the risks of publishing privacy-sensitive data. Even if sensitive identities (e.g., name, social security number) were removed and advanced data perturbation techniques were applied, several de-anonymization attacks…

社会与信息网络 · 计算机科学 2018-01-18 Wei-Han Lee , Changchang Liu , Shouling Ji , Prateek Mittal , Ruby Lee

Traditional Neighbor Discovery (ND) and Secure Neighbor Discovery (SND) are key elements for network functionality. SND is a hard problem, satisfying not only typical security properties (authentication, integrity) but also verification of…

密码学与安全 · 计算机科学 2025-07-09 Ahmed Mohamed Hussain , Panos Papadimitratos

Despite their widespread adoption, cellular networks face growing vulnerabilities due to their inherent complexity and the integration of advanced technologies. One of the major threats in this landscape is Voice over IP (VoIP) to GSM…

网络与互联网体系结构 · 计算机科学 2025-02-04 Anne Josiane Kouam , Aline Carneiro Viana , Philippe Martins , Cedric Adjih , Alain Tchana

5G communications proposed significant improvements over 4G in terms of efficiency and security. Among these novelties, the 5G Network Slicing seems to have a prominent role: deploy multiple virtual network slices, each providing a…

密码学与安全 · 计算机科学 2020-11-02 Xavier Salleras , Vanesa Daza

Cellular networks are now fundamental infrastructure, powering not just smartphones for daily communication and commerce, but also enabling the expansion of IoT and edge computing through last-mile connectivity. At the core of this…

网络与互联网体系结构 · 计算机科学 2025-05-23 Shirin Ebadi , Zach Moolman , Eric Keller , Tamara Lehman

We propose a novel problem formulation to address the privacy-utility tradeoff, specifically when dealing with two distinct user groups characterized by unique sets of private and utility attributes. Unlike previous studies that primarily…

机器学习 · 计算机科学 2024-09-12 Bishwas Mandal , George Amariucai , Shuangqing Wei