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Recently, the use of smart cameras in outdoor settings has grown to improve surveillance and security. Nonetheless, these systems are susceptible to tampering, whether from deliberate vandalism or harsh environmental conditions, which can…

Computer Vision and Pattern Recognition · Computer Science 2026-02-06 Shadi Attarha , Kanaga Shanmugi , Anna Förster

We describe a framework and tool specification that represents a step towards cybersecurity testing and monitoring of IoT ecosystems. We begin with challenges from a previous paper and discuss an integrated approach and tools to enable…

Internet of Things (IoT) systems are vulnerable to data collection errors and these errors can significantly degrade the quality of collected data, impact data analysis and lead to inaccurate or distorted results. This article emphasizes…

The IoT (Internet of Things) has become widely popular in the domestic environments. People are renewing their homes into smart homes; however, the privacy concerns of owning many Internet connected devices with always-on environmental…

Cryptography and Security · Computer Science 2020-07-07 Alessandro Ecclesie Agazzi

The Mirai Distributed Denial-of-Service (DDoS) attack exploited security vulnerabilities of Internet-of-Things (IoT) devices and thereby clearly signalled that attackers have IoT on their radar. Securing IoT is therefore imperative, but in…

Networking and Internet Architecture · Computer Science 2018-07-12 Meng Wang , Javier Santillan , Fernando Kuipers

In recent years, the advances in digitalisation have also adversely contributed to the significant rise in cybercrimes. Hence, building the threat intelligence to shield against rising cybercrimes has become a fundamental requisite.…

Cryptography and Security · Computer Science 2024-12-05 Cebajel Tanan , Sameer G. Kulkarni , Tamal Das , Manjesh K. Hanawal

Smart environments are environments where digital devices are connected to each other over the Internet and operate in sync. Security is of paramount importance in such environments. This paper addresses aspects of authorized access and…

Cryptography and Security · Computer Science 2021-08-02 Venkat Margapuri , Niketa Penumajji , Mitchell Neilsen

Internet of Things (IoT) systems are recently being employed in various types of critical infrastructure, including integrated rescue systems, healthcare, defence, energy and other fields. Recently, the security and safety of IoT systems,…

Cryptography and Security · Computer Science 2022-05-30 Miroslav Bures , Pavel Blazek , Jiri Nema , Hynek Schvach

Internet of Things (IoT) devices and applications can have significant vulnerabilities, which may be exploited by adversaries to cause considerable harm. An important approach for mitigating this threat is remote attestation, which enables…

Cryptography and Security · Computer Science 2021-09-28 Shanto Roy , Salah Uddin Kadir , Yevgeniy Vorobeychik , Aron Laszka

No-reference image- and video-quality metrics are widely used in video processing benchmarks. The robustness of learning-based metrics under video attacks has not been widely studied. In addition to having success, attacks that can be…

Image and Video Processing · Electrical Eng. & Systems 2024-05-31 Ekaterina Shumitskaya , Anastasia Antsiferova , Dmitriy Vatolin

Cameras capture images that are essential for many safety-critical tasks. To process these images, a complex pipeline with multiple layers is used. Security attacks on this pipeline can severely affect passenger safety and system…

Cryptography and Security · Computer Science 2026-01-08 Michael Kühr , Mohammad Hamad , Pedram MohajerAnsari , Mert D. Pesé , Sebastian Steinhorst

Variable-bitrate video streaming is ubiquitous in video surveillance and CCTV, enabling high-quality video streaming while conserving network bandwidth. However, as the name suggests, variable-bitrate IP cameras can generate sharp traffic…

Cryptography and Security · Computer Science 2025-02-06 Emmanuel Goldberg , Oleg Brodt , Aviad Elyashar , Rami Puzis

The current amount of IoT devices and their limitations has come to serve as a motivation for malicious entities to take advantage of such devices and use them for their own gain. To protect against cyberattacks in IoT devices, Machine…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-07-03 Vitalina Holubenko , Paulo Silva , Carlos Bento

Millions of consumers depend on smart camera systems to remotely monitor their homes and businesses. However, the architecture and design of popular commercial systems require users to relinquish control of their data to untrusted third…

Cryptography and Security · Computer Science 2022-08-23 Yohan Beugin , Quinn Burke , Blaine Hoak , Ryan Sheatsley , Eric Pauley , Gang Tan , Syed Rafiul Hussain , Patrick McDaniel

The widespread adoption of Internet of Things has led to many security issues. Recently, there have been malware attacks on IoT devices, the most prominent one being that of Mirai. IoT devices such as IP cameras, DVRs and routers were…

Cryptography and Security · Computer Science 2019-12-16 Ayush Kumar , Teng Joon Lim

In recent years, the emerging Internet-of-Things (IoT) has led to rising concerns about the security of networked embedded devices. In this work, we focus on the adaptation of Honeypots for improving the security of IoTs. Low-interaction…

Cryptography and Security · Computer Science 2017-01-13 Juan Guarnizo , Amit Tambe , Suman Sankar Bhunia , Martín Ochoa , Nils Tippenhauer , Asaf Shabtai , Yuval Elovici

Consumer Internet of Things (IoT) devices often leverage the local network to communicate with the corresponding companion app or other devices. This has benefits in terms of efficiency since it offloads the cloud. ENISA and NIST security…

Cryptography and Security · Computer Science 2024-04-23 Sara Lazzaro , Vincenzo De Angelis , Anna Maria Mandalari , Francesco Buccafurri

Resource constrained Internet-of-Things (IoT) devices are highly likely to be compromised by attackers because strong security protections may not be suitable to be deployed. This requires an alternative approach to protect vulnerable…

Cryptography and Security · Computer Science 2020-05-12 Mengmeng Ge , Jin-Hee Cho , Dong Seong Kim , Gaurav Dixit , Ing-Ray Chen

Smart homes that integrate Internet of Things (IoT) devices face increasing cybersecurity risks, posing significant challenges to these environments. The study explores security threats in smart homes ecosystems, categorizing them into…

Cryptography and Security · Computer Science 2025-07-03 Mohammed K. Alzaylaee

The use of Internet of Things (IoT) devices is growing at a rapid rate. While much of this growth is consumer devices, IoT devices are also commonly found in corporate and industrial environments, as well. These devices can be…

Cryptography and Security · Computer Science 2026-03-24 Danielle Hanson , Jeremy Straub