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This paper presents a novel deep learning based method for automatic malware signature generation and classification. The method uses a deep belief network (DBN), implemented with a deep stack of denoising autoencoders, generating an…

密码学与安全 · 计算机科学 2017-11-27 Eli David , Nathan S. Netanyahu

Dynamic security assessment (DSA) is crucial for ensuring the reliable operation of power systems. However, conventional DSA approaches are becoming intractable for future power systems, driving interest in more computationally efficient…

系统与控制 · 电气工程与系统科学 2025-01-30 Bastien Giraud , Lola Charles , Agnes Marjorie Nakiganda , Johanna Vorwerk , Spyros Chatzivasileiadis

This paper presents Adamastor, a new low latency and scalable decentralized anonymous payment system, which is an extension of Ring Confidential Transactions (RingCT) that is compatible with consensus algorithms that use Delegated Proof of…

密码学与安全 · 计算机科学 2023-12-15 Rui Morais , Paul Crocker , Simao Melo de Sousa

Signature schemes, proposed in 1976 by Diffie and Hellman, have become ubiquitous across modern communications. They allow for the exchange of messages from one sender to multiple recipients, with the guarantees that messages cannot be…

量子物理 · 物理学 2015-08-11 Ryan Amiri , Erika Andersson

This paper considers convex optimization problems where nodes of a network have access to summands of a global objective. Each of these local objectives is further assumed to be an average of a finite set of functions. The motivation for…

最优化与控制 · 数学 2015-06-16 Aryan Mokhtari , Alejandro Ribeiro

Recently, a new domino signal encryption algorithm (DSEA) was proposed for digital signal transmission, especially for digital images and videos. This paper analyzes the security of DSEA, and points out the following weaknesses: 1) its…

密码学与安全 · 计算机科学 2007-05-23 Chengqing Li , Shujun Li , Der-Chyuan Lou , Dan Zhang

The sophistication of modern malware, specifically regarding communication with Command and Control (C2) servers, has rendered static blacklist-based defenses obsolete. The use of Domain Generation Algorithms (DGA) allows attackers to…

机器学习 · 计算机科学 2025-12-10 Maria Milena Araujo Felix

The use of codes defined by sparse characteristic matrices, like QC-LDPC and QC-MDPC codes, has become an established solution to design secure and efficient code-based public-key encryption schemes, as also witnessed by the ongoing NIST…

密码学与安全 · 计算机科学 2022-05-26 Marco Baldi , Franco Chiaraluce , Paolo Santini

The security of TLS depends on trust in certificate authorities, and that trust stems from their ability to protect and control the use of a private signing key. The signing key is the key asset of a certificate authority (CA), and its…

密码学与安全 · 计算机科学 2017-10-11 Bargav Jayaraman , Hannah Li , David Evans

Motivated by the increasing demand for data security in decentralized federated learning (FL) and stochastic optimization, we formulate and investigate the problem of information-theoretic \emph{decentralized secure aggregation} (DSA).…

信息论 · 计算机科学 2026-03-24 Xiang Zhang , Zhou Li , Shuangyang Li , Kai Wan , Derrick Wing Kwan Ng , Giuseppe Caire

We review the notion of a classical random cipher and its advantages. We sharpen the usual description of random ciphers to a particular mathematical characterization suggested by the salient feature responsible for their increased…

量子物理 · 物理学 2009-11-13 Ranjith Nair , Horace P. Yuen , Eric Corndorf , Takami Eguchi , Prem Kumar

Extensive studies have demonstrated that deep neural networks (DNNs) are vulnerable to adversarial attacks, which brings a huge security risk to the further application of DNNs, especially for the AI models developed in the real world.…

计算机视觉与模式识别 · 计算机科学 2023-12-13 Renyang Liu , Wei Zhou , Sixin Wu , Jun Zhao , Kwok-Yan Lam

Recently, Alomair et al. proposed the first UnConditionally Secure mutual authentication protocol for low-cost RFID systems(UCS-RFID). The security of the UCS-RFID relies on five dynamic secret keys which are updated at every protocol run…

密码学与安全 · 计算机科学 2012-01-18 Mohammad Reza Sohizadeh Abyaneh

Digital signatures can guarantee the unforgeability and transferability of the message. Different from classical digital signatures, whose security depends on computational complexity, quantum digital signatures (QDS) can provide…

量子物理 · 物理学 2022-01-26 Ji-Qian Qin , Cong Jiang , Yun-Long Yu , Xiang-Bin Wang

DNSSEC, a DNS security extension, is essential to accurately translating domain names to IP addresses. Digital signatures provide the foundation for this reliable translation; however, the evolution of 'Quantum Computers' has made…

密码学与安全 · 计算机科学 2025-11-04 Syed W. Shah. Lei Pan , Din Duc Nha Nguyen , Robin Doss , Warren Armstrong , Praveen Gauravaram

Event-based datasets are crucial for cybersecurity analysis. A key use case is detecting event-based signatures, which represent attacks spanning multiple events and can only be understood once the relevant events are identified and linked.…

密码学与安全 · 计算机科学 2026-01-21 Saad Khan , Simon Parkinson , Monika Roopak

Network security is a growing issue, with the evolution of computer systems and expansion of attacks. Biological systems have been inspiring scientists and designs for new adaptive solutions, such as genetic algorithms. In this paper, we…

网络与互联网体系结构 · 计算机科学 2014-03-10 Amira Sayed A. Aziz , Ahmad Taher Azar , Aboul Ella Hassanien , Sanaa Al-Ola Hanafy

Nowadays, malware campaigns have reached a high level of sophistication, thanks to the use of cryptography and covert communication channels over traditional protocols and services. In this regard, a typical approach to evade botnet…

密码学与安全 · 计算机科学 2021-01-25 Constantinos Patsakis , Fran Casino

Recent cryptanalytic attacks have exposed the vulnerabilities of some widely used cryptographic hash functions like MD5 and SHA-1. Attacks in the line of differential attacks have been used to expose the weaknesses of several other hash…

密码学与安全 · 计算机科学 2012-09-19 Subhabrata Mukherjee , Bimal Roy , Anirban Laha

Cryptographic algorithm agility is an important property for DNSSEC: it allows easy deployment of new algorithms if the existing ones are no longer secure. In this work we show that the cryptographic agility in DNSSEC, although critical for…

密码学与安全 · 计算机科学 2023-02-15 Elias Heftrig , Haya Shulman , Michael Waidner