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Found 13 papers, 4 papers with code
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis
Cryptocurrencies are no longer just the preferred option for cybercriminal activities on darknets, due to the increasing adoption in mainstream applications.
A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning
Experimental findings on the testing set show that our scheme preserves image privacy while maintaining the availability of the training set in the deep learning models.
DeepKeyGen: A Deep Learning-based Stream Cipher Generator for Medical Image Encryption and Decryption
In this paper, a novel deep learning-based key generation network (DeepKeyGen) is proposed as a stream cipher generator to generate the private key, which can then be used for encrypting and decrypting of medical images.
A Survey of Machine Learning Techniques in Adversarial Image Forensics
Image forensic plays a crucial role in both criminal investigations (e. g., dissemination of fake images to spread racial hate or false narratives about specific ethnicity groups) and civil litigation (e. g., defamation).
Pocket Diagnosis: Secure Federated Learning against Poisoning Attack in the Cloud
Previous works on federated learning have been inadequate in ensuring the privacy of DIs and the availability of the final federated model.
Cryptography and Security
Generating Image Adversarial Examples by Embedding Digital Watermarks
We devise an efficient mechanism to select host images and watermark images and utilize the improved discrete wavelet transform (DWT) based Patchwork watermarking algorithm with a set of valid hyperparameters to embed digital watermarks from the watermark image dataset into original images for generating image adversarial examples.
How Many Users Are Enough? Exploring Semi-Supervision and Stylometric Features to Uncover a Russian Troll Farm
In this paper, we study the impact the number of labeled troll accounts has on detection performance.
Greening Cloud-Enabled Big Data Storage Forensics: Syncany as a Case Study
The pervasive nature of cloud-enabled big data storage solutions introduces new challenges in the identification, collection, analysis, preservation and archiving of digital evidences.
Cryptography and Security
CloudMe Forensics: A Case of Big-Data Investigation
The issue of increasing volume, variety and velocity of has been an area of concern in cloud forensics.
Cryptography and Security
Digital forensic investigation of two-way radio communication equipment and services
To date, there is little research on the digital traces in modern radio communication equipment.
Cryptography and Security Computers and Society
Performance of Android Forensics Data Recovery Tools
Recovering deleted or hidden data is among most important duties of forensics investigators.
Cryptography and Security
Honeypots for employee information security awareness and education training: A conceptual EASY training model
This paper then examines how analysis of honeypot data can be used in employee information security awareness and education training.
Cryptography and Security Computers and Society
Mobile Cloud Forensics: An Analysis of Seven Popular Android Apps
Using the evidence collection and analysis methodology for Android devices proposed by Martini, Do and Choo, we examined and analyzed seven popular Android cloud-based apps.
Computers and Society Cryptography and Security
