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3GPP Release 15, the first 5G standard, includes protection of user identity privacy against IMSI catchers. These protection mechanisms are based on public key encryption. Despite this protection, IMSI catching is still possible in LTE…

密码学与安全 · 计算机科学 2018-11-07 Mohsin Khan , Philip Ginzboorg , Kimmo Järvinen , Valtteri Niemi

The Third Generation Partnership Project (3GPP) released its first 5G security specifications in March 2018. This paper reviews the 5G security architecture, requirements and main processes and evaluates them in the context of known and new…

密码学与安全 · 计算机科学 2018-11-30 Roger Piqueras Jover , Vuk Marojevic

Device identifiers like the International Mobile Equipment Identity (IMEI) are crucial for ensuring device integrity and meeting regulations in 4G and 5G networks. However, sharing these identifiers with Mobile Network Operators (MNOs)…

密码学与安全 · 计算机科学 2025-12-10 Marcel D. S. K. Gräfenstein , Stefan Köpsell , Maryam Zarezadeh

Subscription privacy of a user has been a historical concern with all the previous generation mobile networks, namely, GSM, UMTS,and LTE. While a little improvement have been achieved in securing the privacy of the long-term identity of a…

密码学与安全 · 计算机科学 2017-08-08 Mohsin Khan , Valtteri Niemi

IMSI catchers have been a long standing and serious privacy problem in pre-5G mobile networks. To tackle this, 3GPP introduced the Subscription Concealed Identifier (SUCI) and other countermeasures in 5G. In this paper, we analyze the new…

密码学与安全 · 计算机科学 2023-09-12 John Preuß Mattsson , Prajwol Kumar Nakarmi

Privacy concerns around 5G, the latest generation of mobile networks, are growing, with fears that its deployment may increase exposure to privacy risks. This perception is largely driven by the use of denser deployments of small antenna…

网络与互联网体系结构 · 计算机科学 2025-12-25 Atmane Ayoub Mansour Bahar , Andrés Alayón Glazunov , Romaric Duvignau

Ensuring user privacy remains critical in mobile networks, particularly with the rise of connected devices and denser 5G infrastructure. Privacy concerns have persisted across 2G, 3G, and 4G/LTE networks. Recognizing these concerns, the 3rd…

网络与互联网体系结构 · 计算机科学 2024-09-27 Stavros Eleftherakis , Timothy Otim , Giuseppe Santaromita , Almudena Diaz Zayas , Domenico Giustiniano , Nicolas Kourtellis

Many smartphone apps transmit personally identifiable information (PII), often without the users knowledge. To address this issue, we present PrivacyProxy, a system that monitors outbound network traffic and generates app-specific…

Participatory sensing is emerging as an innovative computing paradigm that targets the ubiquity of always-connected mobile phones and their sensing capabilities. In this context, a multitude of pioneering applications increasingly carry out…

密码学与安全 · 计算机科学 2013-08-14 Emiliano De Cristofaro , Claudio Soriente

Organizational networks are vulnerable to traffic-analysis attacks that enable adversaries to infer sensitive information from the network traffic - even if encryption is used. Typical anonymous communication networks are tailored to the…

Voice over LTE (VoLTE) and Voice over NR (VoNR) are two similar technologies that have been widely deployed by operators to provide a better calling experience in LTE and 5G networks, respectively. The VoLTE/NR protocols rely on the…

密码学与安全 · 计算机科学 2023-01-09 Zishuai Cheng , Mihai Ordean , Flavio D. Garcia , Baojiang Cui , Dominik Rys

Traffic inspection is a fundamental building block of many security solutions today. For example, to prevent the leakage or exfiltration of confidential insider information, as well as to block malicious traffic from entering the network,…

密码学与安全 · 计算机科学 2016-04-18 Liron Schiff , Stefan Schmid

This paper investigates physical layer security (PLS) in wireless interference networks. Specifically, we consider confidential transmission from a legitimate transmitter (Alice) to a legitimate receiver (Bob), in the presence of…

信息论 · 计算机科学 2023-06-01 Lin Hu , Jiabing Fan , Hong Wen , Jie Tang , Qianbin Chen

We rethink the definition of privacy in multi-server, graph-replicated private information retrieval (PIR) systems, and introduce a novel setting where the user's privacy is governed by the servers' storage structure. In particular, while…

信息论 · 计算机科学 2026-05-12 Shreya Meel , Mohamed Nomeir , Sennur Ulukus

Artificial Intelligence (AI) faces growing challenges from evolving data protection laws and enforcement practices worldwide. Regulations like GDPR and CCPA impose strict compliance requirements on Machine Learning (ML) models, especially…

机器学习 · 计算机科学 2025-01-23 Shubhi Asthana , Ruchi Mahindru , Bing Zhang , Jorge Sanz

In contrast to its predecessors, 5G supports a wide range of commercial, industrial, and critical infrastructure scenarios. One key feature of 5G, ultra-reliable low latency communication, is particularly appealing to such scenarios for its…

网络与互联网体系结构 · 计算机科学 2025-05-13 Sotiris Michaelides , Jonathan Mucke , Martin Henze

Detecting personally identifiable information (PII) in user queries is critical for ensuring privacy in question-answering systems. Current approaches mainly redact all PII, disregarding the fact that some of them may be contextually…

密码学与安全 · 计算机科学 2026-02-11 Mariia Ponomarenko , Sepideh Abedini , Masoumeh Shafieinejad , D. B. Emerson , Shubhankar Mohapatra , Xi He

Large Language Models (LLMs) have demonstrated remarkable capabilities in natural language processing but also pose significant privacy risks by memorizing and leaking Personally Identifiable Information (PII). Existing mitigation…

机器学习 · 计算机科学 2025-03-17 Ahmed Frikha , Muhammad Reza Ar Razi , Krishna Kanth Nakka , Ricardo Mendes , Xue Jiang , Xuebing Zhou

Mobile devices have access to personal, potentially sensitive data, and there is a growing number of applications that transmit this personally identifiable information (PII) over the network. In this paper, we present the AntShield system…

网络与互联网体系结构 · 计算机科学 2018-03-06 Anastasia Shuba , Evita Bakopoulou , Milad Asgari Mehrabadi , Hieu Le , David Choffnes , Athina Markopoulou

Ensuring user privacy remains a critical concern within mobile cellular networks, particularly given the proliferation of interconnected devices and services. In fact, a lot of user privacy issues have been raised in 2G, 3G, 4G/LTE…

密码学与安全 · 计算机科学 2024-09-11 Stavros Eleftherakis , Domenico Giustiniano , Nicolas Kourtellis
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