RL
Riccardo Lazzeretti
11 records found
1
Federated Learning (FL) represents the de facto approach for distributed training of machine learning models. Nevertheless, researchers have identified several security and privacy FL issues. Among these, the lack of anonymity exposes FL to linkability attacks, representing a ris
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Augmenting Security and Privacy in the Virtual Realm
An Analysis of Extended Reality Devices
We present a device-centric analysis of security and privacy attacks and defenses on extended reality (XR) devices. We present future research directions and propose design considerations to help ensure the security and privacy of XR devices.@en
In the Internet of Things era, the Internet demands extremely high-speed communication and data transformation. To this end, the tactile Internet has been proposed as a medium that provides the sense of touch ability, facilitating data transferability with extra-low latency in va
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X-Lock
A Secure XOR-Based Fuzzy Extractor for Resource Constrained Devices
The Internet of Things rapid growth poses privacy and security challenges for the traditional key storage methods. Physical Unclonable Functions offer a potential solution but require secure fuzzy extractors to ensure reliable replication. This paper introduces X-Lock, a novel an
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GNN4IFA
Interest Flooding Attack Detection With Graph Neural Networks
In the context of Information-Centric Networking, Interest Flooding Attacks (IFAs) represent a new and dangerous sort of distributed denial of service. Since existing proposals targeting IFAs mainly focus on local information, in this paper we propose GNN4IFA as the first mechani
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Security and Privacy of IP-ICN Coexistence
A Comprehensive Survey
Today's Internet is experiencing a massive number of users with a continuously increasing need for data, which is the leading cause of introduced limitations among security and privacy issues. To overcome these limitations, a shift from host-centric to data-centric is proposed, a
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In the 21st century, the industry of drones, also known as Unmanned Aerial Vehicles (UAVs), has witnessed a rapid increase with its large number of airspace users. The tremendous benefits of this technology in civilian applications such as hostage rescue and parcel delivery will
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Sim2Testbed Transfer
NDN Performance Evaluation
The Internet model has changed from its first design, rolling from host-centric to information-centric. Consequently, researchers foresee the urge for a new network paradigm that will be more suitable for the need of nowadays users. Named-Data Networking (NDN) adheres to the Info
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ICN PATTA
ICN privacy attack through traffic analysis
PATTA is the first privacy attack based on network traffic analysis in Information-Centric Networking. PATTA aims to automatically identify the category of requested content by sniffing the communication towards the first hop router. PATTA applies text processing and machine lear
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Collective Remote Attestation at the Internet of Things Scale
State-of-the-Art and Future Challenges
In recent years, the booming of Internet of Things (IoT) has populated the world with billions of smart devices that implement novel services and applications. The potential for cyberattacks on IoT systems have called for new solutions from the research community. Remote attestat
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