Cache Pollution Prevention Mechanism Based on Cache Partition in V-NDN

Zhou, Jie; Luo, Jiangtao; Deng, Lu; Wang, Junxia

doi:10.1109/iccc49849.2020.9238838

Cited by 7 publications

(2 citation statements)

References 12 publications

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“…Another blockchain‐based proposal, but for cache poisoning, is presented in Lei et al 165 The proposed mechanism is based on a three‐stage scheme to detect all categories (i.e., corrupted content, unauthentic content, and fake content) of the content poisoning attacks: (a) retrieval stage—for untrue poisoned contents identification, and elimination; (b) recovery stage—for corrupted contents, that cannot be identified by intermediate nodes due to the lacking of a signature verification; and (c) feedback stage—for fake contents and potentially malicious content publishers identification. The work by Zhou et al 167 also aims at resolving the cache pollution problem. This work proposes a cache partition mechanism in which the CS is divided into two parts, and the content is stored in each part, depending on its popularity.…”

Section: Methodsmentioning

confidence: 99%

“…This section presents the data analysis related to RQ3. As presented in Section 5.6.3, the main security and privacy attacks related to NDN‐based VANET are (a) false information dissemination and cache pollution/poisoning (these are actually different types of attacks, 167 we just put them together given that we found scarce references for each, and are all related to the cache management).…”

Section: Methodsmentioning

confidence: 99%

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On the realization of VANET using named data networking: On improvement of VANET using NDN‐based routing, caching, and security

Silva

Costa

Macedo

2022

Int J Communication

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Summary Named data networking (NDN) presents a huge opportunity to tackle some of the unsolved issues of IP‐based vehicular ad hoc networks (VANET). The core characteristics of NDN such as the name‐based routing, in‐network caching, and built‐in data security provide better management of VANET proprieties (e.g., the high mobility, link intermittency, and dynamic topology). This study aims at providing a clear view of the state‐of‐the‐art on the developments in place, in order to leverage the characteristics of NDN in VANET. We resort to a systematic literature review (SLR) to perform a reproducible study, gathering the proposed solutions and summarizing the main open challenges on implementing NDN‐based VANET. There exist several related studies, but they are more focused on other topics such as forwarding. This work specifically restricts the focus on VANET improvements by NDN‐based routing (not forwarding), caching, and security. The surveyed solution herein presented is performed between 2010 and 2021. The results show that proposals on the selected topics for NDN‐based VANET are recent (mainly from 2016 to 2021). Among them, caching is the most investigated topic. Finally, the main findings and the possible roadmaps for further development are highlighted.

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Section: Methodsmentioning

confidence: 99%

Section: Methodsmentioning

confidence: 99%

On the realization of VANET using named data networking: On improvement of VANET using NDN‐based routing, caching, and security

Silva

Costa

Macedo

2022

Int J Communication

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Mitigating Cache Pollution Attack Using Deep Learning in Named Data Networking (NDN)

Hamdi,

Chen,

Radenkovic

2024

Lecture Notes in Networks and Systems

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IBPC: An Approach for Mitigation of Cache Pollution Attack in NDN using Interface-Based Popularity

Kumar

Srivastava

2023

Arab J Sci Eng

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The performance of Named Data Networking (NDN) depends on the caching efficiency of routers. Cache Pollution Attack (CPA) refers to colonization of unpopular contents in the Content Store (CS) of an NDN router, which leads to declined Quality of Service (QoS) in NDN. CPA has very few solutions proposed for its mitigation. Most of these solutions are based on the statistics of the router itself. However, an attacker can influence these statistics by requesting unpopular contents repeatedly. This article proposes a new parameter for the detection of CPA, which is based on the number of distinct users requesting interest packets for a content over a period of time. The local popularity of the attackers' content does not affect the proposed approach. Results show that the proposed approach consumes less storage, reduces processing time, and more effectively mitigates the CPA, as compared to the other existing approaches.

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Cache Pollution Prevention Mechanism Based on Cache Partition in V-NDN

Cited by 7 publications

References 12 publications

On the realization of VANET using named data networking: On improvement of VANET using NDN‐based routing, caching, and security

On the realization of VANET using named data networking: On improvement of VANET using NDN‐based routing, caching, and security

Mitigating Cache Pollution Attack Using Deep Learning in Named Data Networking (NDN)

IBPC: An Approach for Mitigation of Cache Pollution Attack in NDN using Interface-Based Popularity

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