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Recent reputation-based security approaches for VANETs 8

Recent reputation-based security approaches for VANETs

引用

8th International Artificial intelligence and Data Processing symposium, IDAP 2024

作者： Abasikeles-Turgut, Ipek İskenderun Technical University Department of Computer Engineering Hatay Turkey

ISBN: (纸本)9798331531492

One of the important problems of the February 6, 2023, Kahramanmaraş earthquake was those unexpected road blockages due to instantaneous congestion and disaster-related damage caused by forced changes in vehicle routes. Intelligent Transport Systems (ITS), which offer innovative methods to reduce accidents and prevent blockages by improving traffic management, play a vital role in academia and industry in today's digital world. VANET, created using wireless communication technology between vehicles and roadside units and is an important component of ITS, provides infrastructure for many security-related and non-security applications for different traffic scenarios. However, the open communication nature of these networks makes them susceptible to attacks. It becomes necessary to take precautions against internal attacks, especially in disseminating emergency security-related messages. The inadequacy of cryptological approaches in internal attacks and their high computational complexity have led to the search for new security research in the literature. Reputation-based detection systems have become a popular solution for VANETs in recent years, both in terms of low computational cost and high attack resistance. In this study, recent reputation-based mechanisms designed for VANET in the literature are compared and examined based on various criteria such as design preferences, network parameters, and attack resistance. Thus, it is thought that this study will guide new studies to be conducted in this field in the future. © 2024 ieee.

关键词： Traffic congestion

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From n to n+x: A Novel Open World Traffic Classification Framework Based on Multiple Classifiers Ensemble 22

From n to n+x: A Novel Open World Traffic Classification Fra...

引用

22nd ieee International symposium on Parallel and Distributed Processing with applications, ISPA 2024

作者： Liu, Kaixing Wang, Fei Chen, Shuhui National University of Defense Technology College of Computer Changsha China

ISBN: (纸本)9798331509712

Application-level traffic classification is a critical component in network management and security. In recent years, intelligent classification methods have been proven effective, especially for encrypted network traffic. However, these methods face several limitations in real networks, such as a lack of interpretability and inefficiency of complex models. More importantly, they seldom consider unknown applications and only identify them as unknown. This paper proposes a novel traffic classification framework named APPrint, which identifies the traffic of trained applications but can also differentiate flows generated from diverse unknown applications. The core of APPrint is to trade off recognition accuracy for enhanced generalization capability. By integrating the results of multiple high-accuracy classifiers, APPrint effectively addresses the n+x classification problem using n known applications. Through comparative experiments with two State-of-the-Art(SOTA) solutions, APPprint demonstrates a significant accuracy advantage when there are a large number of unknown applications. Additionally, unlike existing solutions that only perform n+1 classification using n known applications, APPrint is capable of classifying unknown applications, achieving n+x classification. © 2024 ieee.

关键词： network management open set recognition traffic classification

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A Review of Advancements and applications of Pre-Trained Language Models in Cybersecurity 12

A Review of Advancements and Applications of Pre-Trained Lan...

引用

12th International symposium on Digital Forensics and security, ISDFS 2024

作者： Liu, Zefang School of Computational Science and Engineering Georgia Institute of Technology Atlanta United States

ISBN: (纸本)9798350330366

In this paper, we delve into the transformative role of pre-trained language models (PLMs) in cybersecurity, offering a comprehensive examination of their deployment across a wide array of cybersecurity tasks. Beginning with an exploration of general PLMs, including advancements and the emergence of domain-specific models tailored for cybersecurity, we provide an insightful overview of the foundational technologies driving these developments. The core of our review focuses on the multifaceted applications of PLMs in cybersecurity, ranging from malware and vulnerability detection to more nuanced areas like log analysis, network traffic analysis, and threat intelligence, among others. We also highlight recent strides in the application of large language models (LLMs), showcasing their growing influence in enhancing cybersecurity measures. By charting the landscape of PLM applications and pointing toward future directions, this work serves as a valuable resource for both the research community and industry practitioners, underlining the critical need for continued innovation and exploration in harnessing PLMs to fortify cybersecurity defenses. © 2024 ieee.

关键词： Cybersecurity

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Efficient erasure-coded multi-data block update methods for heterogeneous storage environments 22

Efficient erasure-coded multi-data block update methods for ...

引用

22nd ieee International symposium on Parallel and Distributed Processing with applications, ISPA 2024

作者： Wang, Hengyu Wei, Bing Luo, Ning Chen, Qian Wu, Yi Zhang, Shudong Zhou, Lijuan Hainan University School of Cyberspace Security Hainan China Hainan University School of International Communication and Arts Hainan China

ISBN: (纸本)9798331509712

Erasure-coded storage systems can achieve highly reliable data storage with low storage overhead. However, updating data blocks necessitates updating parity blocks, and updating multiple data blocks incurs heavy I/O and computational overhead, leading to prolonged update times in heterogeneous storage environments. This paper proposes an erasure-coded multi-data block update method for heterogeneous storage environments, named MBUS, to expedite data updates. MBUS blends re-encoding and delta-based updates and considers factors such as intermediate blocks, computational overhead, and I/O overhead across different storage media. It iteratively computes the minimal I/O time for updating each parity block dynamically. Once the computation equation for each parity block is determined, MBUS prioritizes computing common XOR expressions and reuses the results to reduce the number of XOR operations. MBUS caches a certain number of scheduling plans to minimize redundant computations in subsequent updates, thereby reducing computation time. Experimental results replaying real-world traces demonstrate that MBUS reduces update time by 64.43% compared to state-of-the-art techniques. © 2024 ieee.

关键词： computational Optimization Erasure Coding Heterogeneous Storage Environment I/O Optimization Multi-data Block Updates

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DMSA: Decentralized and Multi-keyword Selective Data Sharing and Acquisition 22

DMSA: Decentralized and Multi-keyword Selective Data Sharing...

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22nd ieee International symposium on Parallel and Distributed Processing with applications, ISPA 2024

作者： Lin, Moheng Shi, Peichang Fu, Xiang Jiang, Feng Yi, Guodong National University of Defense Technology National Key Laboratory of Parallel and Distributed Computing College of Computer Science Changsha410073 China Xiangjiang Lab Changsha410073 China

ISBN: (纸本)9798331509712

Blockchain technology has been extensively uti-lized in decentralized data-sharing applications, with the immutability of blockchain providing a witness for the circulation of data. However, current blockchain data-sharing solutions still fail to address the simultaneous screening needs of both the sender and receiver with multi-keywords. Without the capability to support bilateral simultaneous filtering, the disclosure of reasons for matching failures could inadvertently expose sensitive user data. Therefore, the challenge lies in enabling ciphertexts with multiple keywords and receivers with multiple interests to achieve mutual and simultaneous matching. Based on the technical foundations of SE (Searchable Encryption), MABE (Multi-Attribute Based Encryption), and polynomial fitting, this paper proposes a scheme called DMSA (Decentralized and Multi-keyword selective Sharing and selective Acquisition). This scheme can satisfy soundness, enabling ciphertexts carrying multiple keywords and receivers representing multiple interests to match each other simultaneously. We conducted a security analysis that confirms the security of DMSA against chosen-plaintext attacks. Our experimental results demonstrate a significant efficiency improvement, with a 67% increase over single-keyword data-sharing schemes and a 16% enhancement compared to the existing multi-keyword data-sharing solution. © 2024 ieee.

关键词： Ciphertext

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Cyber security Issues in the Industrial applications of Digital Twins

Cyber Security Issues in the Industrial Applications of Digi...

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2023 ieee symposium Series on computational intelligence, SSCI 2023

作者： Siddique, Sunzida Haque, Mohd Ariful Rifat, Rakib Hossain George, Roy Shujaee, Khalil Gupta, Kishor Datta Daffodil International University Computer Science and Engineering Dhaka Bangladesh Clark Atlanta University Cyber Physical Systems AtlantaGA United States Brac University Computer Science and Engineering Dhaka Bangladesh

ISBN: (纸本)9781665430654

Transformative developments have been brought in across several industries. Digital twin technologies are one of them. This revolutionary innovation has enhanced efficiency, optimized production, and elevated product design to new heights. Nevertheless, as industries embrace the potential of digital twins, cybersecurity concerns come to the forefront due to the convergence of physical and virtual realms. By addressing cybersecurity challenges effectively, industries can fully capitalize on the transformative capabilities of digital twin technology, driving competitiveness and resilience in the face of evolving digital landscapes. Our research explores the various industrial applications of digital twin technology. It also highlights the urgent need for strong cybersecurity measures. Secure data transmission, access control, encryption, and threat detection become crucial elements that must be ensured for digital twin systems in the industrial sector. Our study fills cybersecurity gaps in digital twin applications, offering actionable information for strong security. © 2023 ieee.

关键词： and cybersecurity digital twin technologies efficiency product design production optimization Transformative developments

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Quantum-Resistant security for Healthcare Data: Integrating Lamport n-Times Signatures Scheme with Blockchain Technology

Quantum-Resistant Security for Healthcare Data: Integrating ...

引用

2024 International Conference on Artificial intelligence and Quantum Computation-Based Sensor applications, ICAIQSA 2024

作者： Das, Sujan Mondal, Somnath Golder, Shib Shankar Sutradhar, Sharabani Bose, Rajesh Mondal, Haraprasad Deloitte Consulting LLP ChicagoIL60606 United States Ernst & Young ChicagoIL60606 United States Brainware University Department of Computational Sciences West Bengal India JIS University Department of Computer Science & Engineering West Bengal India Dibrugarh University Assam Dibrugarh786004 India

ISBN: (纸本)9798331517953

Medical data is highly sensitive and valuable, making it a prime target for cybercriminals who increasingly seek to exploit patient health records and genetic information. While traditional encryption methods like RSA (Rivest-Shamir-Adleman) and ECDSA (Elliptic Curve Digital Signature Algorithm) offer strong defenses against many cyber threats, they are critically vulnerable to quantum computing attacks, such as those executed using Shor's and Grover's algorithms. This vulnerability raises significant concerns about the future exposure of sensitive healthcare data, as these cryptographic systems could become obsolete in the face of quantum advancements. To address this pressing issue, we have developed a quantum-resistant security model. Our approach combines the hash-based Lamport n-time signature scheme with blockchain technology to ensure robust protection for medical data both in transit and at rest. The Lamport n-time signature scheme offers enhanced security by reducing key and signature sizes for multiple message authentications, while blockchain provides a decentralized solution that preserves data integrity. This innovation in security frameworks ensures a scalable, sustainable defense against quantum threats, safeguarding the confidentiality and integrity of healthcare information in a quantum computing era. © 2024 ieee.

关键词： Electronic health record

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A Distributed Multi-User Access Control Middleware for Critical applications

A Distributed Multi-User Access Control Middleware for Criti...

引用

2023 ieee symposium Series on computational intelligence, SSCI 2023

作者： Williams, Alexander Roy, Arunava Dasgupta, Dipankar Center for Information Assurance University of Memphis United States

ISBN: (纸本)9781665430654

We present a novel access control middleware for distributed multi-user review. The system uses a fuzzy inference system trained on real world access control rules to evaluate and select reviewers as an extension to a more traditional access control system. The method is intended for high security need specific requests, as a supplement to regular access control methods. In this way, it models a multi-person access system common in mechanical controls like missile launches, bank vault opening, and other high criticality domains. The proposed method improves security by increasing the number of compromised users needed to perform an attack, taking advantage of situational awareness of peer users in a system. We evaluate the proposed system with an example implementation based on a real-world organization, and show that the system can be used to effectively implement a secure resource access control system. Our work contributes to the growing body of research into fuzzy-logic access control, ML in access control, and multi-user authentication systems. © 2023 ieee.

关键词： Access Control Fuzzy Systems security

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A High-performance Hardware Accelerator for Genome Alignment 22

A High-performance Hardware Accelerator for Genome Alignment

引用

22nd ieee International symposium on Parallel and Distributed Processing with applications, ISPA 2024

作者： Liao, Haoyu Li, Yuan Wang, Qiang Lai, Mingche Su, Hui Li, Ziwen Qi, Xingyun National University of Defense Technology School of Computer Science Changsha China

ISBN: (纸本)9798331509712

Genome alignment is a vital process in genome sequencing and bio-informatics research. It entails aligning short DNA sequence fragments (usually tens to hundreds of base pairs) with a reference genome sequence, uncovering crucial biological information and variations. However, due to the high computational complexity of current sequence matching algorithms and the rapid growth of genetic data, there exists a computational bottleneck in sequence alignment workflows. Therefore, scholars have turned to using hardware to accelerate this computation, with a focus on high-performance computing. While existing acceleration solutions have mostly concentrated on the classical algorithm, showing significant improvements, there has been limited work on accelerating alignment algorithms in popular bio-informatics software tools (enhanced version). In this paper, we proposed a hardware accelerator for the alignment tasks in the popular sequence alignment tool minimap2 using the KSW2 algorithm. Our approach utilizes an anti-diagonal processing element(PE) array for parallel computation, implements the BAND technology in hardware, and enables support for longer input sequences without sacrificing accuracy. Additionally, we integrated the traceback stage of the KSW2 algorithm in hardware, reducing communication data overhead. We attained a 15.32x acceleration compared to software optimized with Streaming SIMD Extensions (SSE) instruction sets and hyper-threading technology. Additionally, our design shows a 3.42x speedup compared to other high-performance hardware. © 2024 ieee.

关键词： Gene encoding

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Tipcc: TEE-based Integrity Protection of Consortium Blockchain Contracts 22

Tipcc: TEE-based Integrity Protection of Consortium Blockcha...

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22nd ieee International symposium on Parallel and Distributed Processing with applications, ISPA 2024

作者： Guan, Zihao Ding, Yan Wang, Wei Wang, Chuang Guo, Yufeng Liu, Yongpeng Feng, Liaoliao National University of Defense Technology School of Computer Changsha China Phytium Technology Co. Ltd. Changsha China

ISBN: (纸本)9798331509712

Secure execution of smart contracts on consortium blockchains is essential. Existing solutions commonly use trusted execution environments (TEEs) to ensure isolated and confidential contract execution, enhancing security. However, these methods have limitations, such as resource constraints in TEEs, difficulties in supporting various smart contract programming languages, and potential expansion of the TEE's attack surface. The use of TEE-based integrity measurement for smart contracts offers a viable solution to this problem. However, the challenges of analyzing the scope of integrity attacks must be addressed, determining the object and timing of integrity measurements, and ensuring trust transfer within the contract invocation chain. We study the integrity of consortium blockchain contracts using TEE and establish a smart contract integrity model for the endorsement policy. Furthermore, we propose Tipcc, an integrity measurement framework that combines static system components and dynamic user contracts using TEE. Tipcc ensures integrity measurement and verification throughout the contract lifecycle, providing trusted transmission along the invocation chain. Prototype system validation and simulation experiments using Hyperledger Fabric revealed that this approach improves transaction security while maintaining availability, exhibiting a performance overhead of approximately 7%. © 2024 ieee.

关键词： Smart contract

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