444 matches found
Moneros Decentralized P2P Exchanges: Functionality, Adoption, and Privacy Risks
Privacy-focused cryptocurrencies like Monero remain popular, despite increasing regulatory scrutiny that has led to their delisting from major centralized exchanges. The latter also explains the recent popularity of decentralized exchanges DEXs with no centralized ownership structures. These...
DMind Benchmark: toward a Holistic Assessment of LLM Capabilities across the Web3 Domain
Large Language Models LLMs have achieved impressive performance in diverse natural language processing tasks, but specialized domains such as Web3 present new challenges and require more tailored evaluation. Despite the significant user base and capital flows in Web3, encompassing smart contracts...
Comparative Analysis of Blockchain Systems
Blockchain is a type of decentralized distributed database. Unlike traditional relational database management systems, it does not require management or maintenance by a third party. All data management and update processes are open and transparent, solving the trust issues of centralized databas...
ALSA-2025:7409 Moderate: git security update
Git is a distributed revision control system with a decentralized architecture. As opposed to centralized version control systems with a client-server model, Git ensures that each working copy of a Git repository is an exact copy with complete revision history. This not only allows the user to wo...
Source Anonymity for Private Random Walk Decentralized Learning
This paper considers random walk-based decentralized learning, where at each iteration of the learning process, one user updates the model and sends it to a randomly chosen neighbor until a convergence criterion is met. Preserving data privacy is a central concern and open problem in decentralize...
Privacy-Aware Berrut Approximated Coded Computing Applied to General Distributed Learning
Coded computing is one of the techniques that can be used for privacy protection in Federated Learning. However, most of the constructions used for coded computing work only under the assumption that the computations involved are exact, generally restricted to special classes of functions, and...
Exploring the Susceptibility to Fraud of Monetary Incentive Mechanisms for Strengthening FOSS Projects
Free and open source software FOSS is ubiquitous on modern IT systems, accelerating the speed of software engineering over the past decades. With its increasing importance and historical reliance on uncompensated contributions, questions have been raised regarding the continuous maintenance of FO...
A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network
Large Language Models LLMs have achieved remarkable success across a wide range of applications. However, individual LLMs often produce inconsistent, biased, or hallucinated outputs due to limitations in their training corpora and model architectures. Recently, collaborative frameworks such as th...
Differential Privacy for Network Assortativity
The analysis of network assortativity is of great importance for understanding the structural characteristics of and dynamics upon networks. Often, network assortativity is quantified using the assortativity coefficient that is defined based on the Pearson correlation coefficient between vertex...
Balancing Security and Liquidity: a Time-Weighted Snapshot Framework for DAO Governance Voting
As new project upgrading the blockchain industry, novel forms of attack challenges developers to rethink about the design of their innovations. In the growth stage of the development, Decentralized Autonomous Organizations DAO introduces different approaches in managing fund through voting in...
Privacy for Agentic AI
Sooner or later, it's going to happen. AI systems will start acting as agents, doing things on our behalf with some degree of autonomy. I think it's worth thinking about the security of that now, while its still a nascent idea. In 2019, I joined Inrupt, a company that is commercializing Tim...
Decentralized Vulnerability Disclosure Via Permissioned Blockchain: a Secure, Transparent Alternative to Centralized CVE Management
This paper proposes a decentralized, blockchain-based system for the publication of Common Vulnerabilities and Exposures CVEs, aiming to mitigate the limitations of the current centralized model primarily overseen by MITRE. The proposed architecture leverages a permissioned blockchain, wherein on...
RevealNet: Distributed Traffic Correlation for Attack Attribution on Programmable Networks
Network attackers have increasingly resorted to proxy chains, VPNs, and anonymity networks to conceal their activities. To tackle this issue, past research has explored the applicability of traffic correlation techniques to perform attack attribution, i.e., to identify an attacker's true network...
编号撤回
goTenna Mesh is a portable mesh networking device from goTenna that builds decentralized communication networks through intelligent routing algorithms and supports offline transmission of text/location/emergency signals from smartphones. This CVE number has been withdrawn...
goTenna Mesh 安全漏洞
goTenna Mesh is a portable mesh networking device from goTenna, Inc. that builds decentralized communication networks through intelligent routing algorithms and supports offline transmission of text/location/emergency signals from smartphones. A security vulnerability exists in goTenna Mesh, whic...
Did:Self a Registry-Less DID Method
We introduce did:self, a Decentralized Identifier DID method that does not depend on any trusted registry for storing the corresponding DID documents. Information for authenticating a did:self subject can be disseminated using any means and without making any security assumption about the deliver...
Proof of Useful Intelligence (PoUI): Blockchain Consensus beyond Energy Waste
Blockchain technology enables secure, transparent data management in decentralized systems, supporting applications from cryptocurrencies like Bitcoin to tokenizing real-world assets like property. Its scalability and sustainability hinge on consensus mechanisms balancing security and efficiency...
Developing a Blockchain-Based Secure Digital Contents Distribution System
As digital content distribution expands rapidly through online platforms, securing digital media and protecting intellectual property has become increasingly complex. Traditional centralized systems, while widely adopted, suffer from vulnerabilities such as single points of failure and limited...
Trustworthy Decentralized Autonomous Machines: a New Paradigm in Automation Economy
Decentralized Autonomous Machines DAMs represent a transformative paradigm in automation economy, integrating artificial intelligence AI, blockchain technology, and Internet of Things IoT devices to create self-governing economic agents participating in Decentralized Physical Infrastructure...
A Blockchain-Based Approach for Secure and Transparent E-Faktur Issuance in Indonesia'S VAT Reporting System
The implementation of blockchain technology in tax administration offers promising improvements in security, transparency, and efficiency. This paper presents the design of a blockchain-based e-Faktur system aimed at addressing the challenges of issuing and verifying tax invoices within Indonesia...