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codaspy 2017 - Proceedings of the 7th acm conference on data and application security and privacy

CODASPY 2017 - Proceedings of the 7th ACM Conference on Data...

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7th acm conference on data and application security and privacy, codaspy 2017

ISBN: (纸本)9781450345231

the proceedings contain 41 papers. the topics discussed include: Ghostbuster: a fine-grained approach for anomaly detection in file system accesses;mining attributed graphs for threat intelligence;statistical security incident forensics against data falsification in smart grid advanced metering infrastructure;canonical completeness in lattice-based languages for attribute-based access control;SAMPAC: socially-aware collaborative multi-party access control;achieving differential privacy in secure multiparty data aggregation protocols on star networks;sound and static analysis of session fixation vulnerabilities in PHP web applications;a new bloom filter structure for searchable encryption schemes;seamless and secure Bluetooth LE connection migration;differentially-private big data analytics for high-speed research network traffic measurement;comprehensive method for detecting phishing emails using correlation-based analysis and user participation;PT-CFI: transparent backward-edge control flow violation detection using Intel processor trace;fault attacks on encrypted general purpose compute platforms;analysis of exception-based control transfers;detecting ROP with statistical learning of program characteristics;and large-scale identification of malicious singleton files.

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Examining Cryptography and Randomness Failures in Open-Source Cellular Cores 24

Examining Cryptography and Randomness Failures in Open-Sourc...

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14th acm conference on data and application security and privacy (acm codaspy)

作者： English, K. Virgil Bennett, Nathaniel thorn, Seaver Butler, Kevin R. B. Enck, William Traynor, Patrick North Carolina State Univ Raleigh NC 27695 USA Univ Florida Gainesville FL USA

ISBN: (纸本)9798400704215

Industry is increasingly adopting private 5G networks to securely manage their wireless devices in retail, manufacturing, natural resources, and healthcare. As with most technology sectors, open-source software is well poised to form the foundation of deployments, whether it is deployed directly or as part of well-maintained proprietary offerings. this paper seeks to examine the use of cryptography and secure randomness in open-source cellular cores. We design a set of 13 CodeQL static program analysis rules for cores written in both C/C++ and Go and apply them to 7 open-source cellular cores implementing 4G and 5G functionality. We identify two significant security vulnerabilities, including predictable generation of TMSIs and improper verification of TLS certificates, with each vulnerability affecting multiple cores. In identifying these flaws, we hope to correct implementations to fix downstream deployments and derivative proprietary projects.

关键词： cellular core security cryptography misuse static analysis

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All Your IoT Devices Are Belong to Us: securityWeaknesses in IoT Management Platforms 23

All Your IoT Devices Are Belong to Us: SecurityWeaknesses in...

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13th acm conference on data and application security and privacy (codaspy)

作者： Tejaswi, Bhaskar Mannan, Mohammad Youssef, Amr Concordia Univ Montreal PQ Canada

ISBN: (纸本)9798400700675

IoT devices have become an integral part of our day to day activities, and are also being deployed to fulfil a number of industrial, enterprise and agricultural use cases. To efficiently manage and operate these devices, the IoT ecosystem relies on several IoT management platforms. Given the security-sensitive nature of the operations performed by these platforms, analyzing them for security vulnerabilities is critical to protect the ecosystem from potential cyber threats. In this work, by exploring the core functionalities offered by leading platforms, we first design a security evaluation framework. Subsequently, we use our framework to analyze 42 IoT management platforms. Our analysis uncovers a number of high severity unauthorized access vulnerabilities in 9/42 platforms, which could lead to attacks such as remote SIM deactivation, IoT SIM overcharging and device data forgery. Furthermore, we find broken authentication in 11/42 platforms, including complete account takeover on 7/42 platforms, along with remote code execution on one of the platforms. Overall, on 11/42 platforms, we find vulnerabilities that could lead to platform-wide attacks, that affect all users and all devices connected to those platforms.

关键词： IoT management platforms IoT security Web security

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Velocity-Aware Geo-Indistinguishability 23

Velocity-Aware Geo-Indistinguishability

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13th acm conference on data and application security and privacy (codaspy)

作者： Mendes, Ricardo Cunha, Mariana Vilela, Joao P. Univ Coimbra CISUC Coimbra Portugal Univ Coimbra Dept Informat Coimbra Portugal Univ Porto Fac Ciencias CISUC CRACS INESCTEC Rua Campo Alegre S-N P-4169007 Porto Portugal Univ Porto Fac Ciencias Dept Ciencia Comp Rua Campo Alegre S-N P-4169007 Porto Portugal

ISBN: (纸本)9798400700675

Location privacy-Preserving Mechanisms (LPPMs) have been proposed to mitigate the risks of privacy disclosure yielded from location sharing. However, due to the nature of this type of data, spatio-temporal correlations can be leveraged by an adversary to extenuate the protections. Moreover, the application of LPPMs at collection time has been limited due to the difficulty in configuring the parameters and in understanding their impact on the privacy level by the end-user. In this work we adopt the velocity of the user and the frequency of reports as a metric for the correlation between location reports. Based on such metric we propose a generalization of Geo-Indistinguishability denoted Velocity-Aware Geo-Indistinguishability (VA-GI). We define a VA-GI LPPM that provides an automatic and dynamic trade-off between privacy and utility according to the velocity of the user and the frequency of reports. this adaptability can be tuned for general use, by using city or country-wide data, or for specific user profiles, thus warranting fine-grained tuning for users or environments. Our results using vehicular trajectory data show that VA-GI achieves a dynamic trade-off between privacy and utility that outperforms previous works. Additionally, by using a Gaussian distribution as estimation for the distribution of the velocities, we provide a methodology for configuring our proposed LPPM without the need for mobility data. this approach provides the required privacy-utility adaptability while also simplifying its configuration and general application in different contexts.

关键词： Location privacy Differential privacy Adaptive privacy privacy Budget Location-Based Services

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Stream Processing with Adaptive Edge-Enhanced Confidential Computing 7

Stream Processing with Adaptive Edge-Enhanced Confidential C...

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7th International Workshop on Edge Systems, Analytics and Networking (EdgeSys) Part of acm EuroSys conference

作者： Yan, Yuqin Mishra, Pritish Huang, Wei Mehta, Aastha Balmau, Oana Lie, David Univ Toronto Toronto ON Canada Univ British Columbia Vancouver BC Canada McGill Univ Montreal PQ Canada

ISBN: (纸本)9798400705397

Stream processing is becoming increasingly significant in various scenarios, including security-sensitive sectors. It benefits from keeping data in memory, which exposes large volumes of data in use, thereby emphasising the need for protection. the recent development of confidential computing makes such protection technologically feasible. However, these new hardware-based protection methods incur performance overhead. Our evaluation shows that replacing legacy VMs with confidential VMs to run streaming applications incurs up to 8.5% overhead on the throughput of the queries we tested in the NEXMark benchmark suite. Pursuing specialised protection for broader attacks, such as attacks at the edge with more physical exposure, can push this overhead further. In this paper, we propose a resource scheduling strategy for stream processing applications tailored to the privacy needs of specific application functions. We implement this system model using Apache Flink, a widely-used stream processing framework, making it aware of the underlying cluster's protection capability and scheduling the application functions across resources with different protections tailored to the privacy requirements of an application and the available deployment environment.

关键词： security data Streaming Trusted Execution Environment Confidential Computing Stream Processing Framework

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CCIOT 2022 - 2022 7th International conference on Cloud Computing and Internet of things

CCIOT 2022 - 2022 7th International Conference on Cloud Comp...

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7th International conference on Cloud Computing and Internet of things, CCIOT 2022

ISBN: (纸本)9781450396738

the proceedings contain 11 papers. the topics discussed include: fast multi-label tumor classification based on homomorphic encryption;SecMesh: an efficient information security method for stream processing in edge-fog-cloud;a network-elastic scalable blockchain for privacy-preserving federated learning in cloud-edge collaboration industrial Internet of things;SSL VPN over TCP and UDP tunnels: performance evaluation with different server-side congestion control;research on improved DV-hop algorithm based on multiple communication radius and hop distance correction;decentralized smart city of things: a blockchain tokenization-enabled architecture for digitization and authentication of assets in smart cities;software development and design of a cybersecurity system based on big data analysis technology;and research on blended teaching mode under the background of ‘Internet Plus’: application based on chaoxing learning pass platform.

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Research on Novel TLS Protocol Network Traffic Management and Monitoring Method 22

Research on Novel TLS Protocol Network Traffic Management an...

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7th International conference on Cyber security and Information Engineering, ICCSIE 2022

作者： Guan, Yangyang Li, Zhen Xiong, Gang Institute of Information Engineering Chinese Academy of Sciences Beijing China School of Cyber Security University of Chinese Academy of Sciences Beijing China

ISBN: (纸本)9781450397414

With the development of Internet technology, more and more websites use the novel TLS encryption technologies (such as TLS1.3, DOH, ESNI, etc.). the full encryption technology of network traffic brings great challenges to identify and prevent threats in encrypted traffic. In the face of new threat behavior, the traditional network management needs a long-term experimental process such as observation and analysis, feature extraction and online recognition. the whole process is time-consuming and labor-consuming. With the full encryption of the novel protocol, this confrontation will continue to escalate and unsustainable. this paper proposes a new idea of network management, which changes the traditional confrontation management into cooperation management, and can compromise privacy protection and network management. the main idea is to study the traffic management method combining "endpoint"and "pipe"and the novel protocol extension method. Securely transmit the secret key and data senseless decryption method through the hidden channel method to obtain the real URL access path of users. On this basis, this paper proposes and designs two traffic management methods: key acquisition and covert transmission method and TLS protocol upgrade implementation method. the first method requires the cooperation of the client. By studying the extension of the TLS protocol, we can decrypt the original traffic and realize network management;the second method requires the cooperation of the client and the server. By upgrading the handshake process and data of the TLS protocol transmission implementation, we can implement network management. On the network management side, it is necessary to decrypt and restore the network management packets, while the user request and response data cannot be decrypted. these two approaches are a novel solution idea under the popular application of novel protocols. © 2022 Owner/Author.

关键词： Network management

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Design and Implementation of Information Detection System Based on privacy Sensitive data 7th

Design and Implementation of Information Detection System Ba...

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7th International conference on Artificial Intelligence and security, ICAIS 2021

作者： Che, Jiazhen Zhang, Chong Xing, Xiao Yu, Xiangzhan School of Cyberspace Science Harbin Institute of Technology Harbin150001 China National Computer Network Emergency Response Technical Team/Coordination Center of China Beijing100032 China

ISBN: (纸本)9783030786205

In recent years, with the development of network technology, network applications and network transmission protocols emerge one after another. Although a growing awareness for the protection of private data, network applications and transmission protocol is to protect user privacy data by using various methods, but there are still a part of the application or web access to user data is not to make any protective measures, its may cause the user’s private data during transmission cause leaks, have serious consequences. this paper mainly studies the detection of private data by collecting data traffic in the network, analyzing the content, and determining whether the data is encrypted during the transmission process. A private data detection system including traffic capture, data processing, protocol analysis and regular matching is implemented. At the same time, some technical methods are used to optimize and innovate all parts of the system. this paper will briefly introduce the current development trend of network information security, and briefly describe the implementation of each part of the whole system, each part will be described from the functional introduction, specific implementation, and finally through some test samples and the results of the system function test analysis. © 2021, Springer Nature Switzerland AG.

关键词： Sensitive data

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Far Cry: Will CDNs Hear NDN's Call? 7

Far Cry: Will CDNs Hear NDN's Call?

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7th acm Annual conference on Information-Centric Networking (ICN)

作者： Ghasemi, Chavoosh Yousefi, Hamed Zhang, Beichuan Univ Arizona Tucson AZ 85721 USA Aryaka Networks San Mateo CA USA

ISBN: (纸本)9781450380409

Content Delivery Networks (CDNs) have become indispensable to Internet content distribution. As they evolve to meet the ever-increasing demands, they are also facing challenges such as system complexity, resource footprint, and content security. In this paper, we look at CDNs once again, but this time from the eyes of a young networking technology called named-data networking (NDN). NDN supports content distribution without requiring an overlay service to bridge the gap between network services and application needs. therefore, it can realize content distribution at large scale with an arguably simpler system design. We conducted real-world experiments to compare the standard deployment of NDN (i.e., the global NDN testbed) and two leading CDNs (Akamai and Fastly) in terms of caching and retrieving static contents through streaming videos from four different continents over these networks for two weeks. We found that although NDN can provide a satisfactory quality of service in most cases, it falls behind CDNs mainly due to its lack of hardware infrastructure and software/protocol immaturity. Nevertheless, NDN outperforms CDNs in terms of server workload and failure resiliency due to its ubiquitous in-network caching and adaptive forwarding plane. Besides, NDN comes with built-in content security, but it needs an efficient solution for content privacy. NDN's architectural advantages make it a natural fit for Internet content distribution in the long run. that said, in terms of forthcoming goals, this paper reveals several limitations of the current NDN deployment and discusses why the future of NDN hinges on addressing those limitations.

关键词： Content Delivery Networks Named data Networking Performance Evaluation Information-Centric Networks

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Research on privacy Protection with Weak security Network Coding for Mobile Computing 7

Research on Privacy Protection with Weak Security Network Co...

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7th International conference on Advanced Cloud and Big data (CBD)

作者： Zhang, Yang Chen, Pengfei Long, Hao Soochow Univ Suzhou Peoples R China

ISBN: (纸本)9781728151410

With the rapid development of the contemporary society, wide use of smart phone and vehicle sensing devices brings a huge influence on the extensive data collection. Network coding can only provide weak security privacy protection. Aiming at weak secure feature of network coding, this paper proposes an information transfer mechanism, Weak security Network Coding with Homomorphic Encryption (HE-WSNC), and it is integrated into routing policy. In this mechanism, a movement model is designed, which allows information transmission process under Wi-Fi and Bluetooth environment rather than consuming 4G data flow. Not only does this application reduce the cost, but also improve reliability of data transmission. Moreover, it attracts more users to participate.

关键词： Crowd sensing Mobile Sensor networks Mobile computing Network coding

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