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Dynamic malware analysis in the modern era—A state of the art survey
Although malicious software (malware) has been around since the early days of computers,
the sophistication and innovation of malware has increased over the years. In particular, the …
the sophistication and innovation of malware has increased over the years. In particular, the …
SoK: cryptojacking malware
Emerging blockchain and cryptocurrency-based technologies are redefining the way we
conduct business in cyberspace. Today, a myriad of blockchain and cryp-tocurrency …
conduct business in cyberspace. Today, a myriad of blockchain and cryp-tocurrency …
Dos and don'ts of machine learning in computer security
With the growing processing power of computing systems and the increasing availability of
massive datasets, machine learning algorithms have led to major breakthroughs in many …
massive datasets, machine learning algorithms have led to major breakthroughs in many …
Intelligent and behavioral-based detection of malware in IoT spectrum sensors
Abstract The number of Cyber-Physical Systems (CPS) available in industrial environments
is growing mainly due to the evolution of the Internet-of-Things (IoT) paradigm. In such a …
is growing mainly due to the evolution of the Internet-of-Things (IoT) paradigm. In such a …
Deepware: Imaging performance counters with deep learning to detect ransomware
In the year passed, rarely a month passes without a ransomware incident being published in
a newspaper or social media. In addition to the rise in the frequency of ransomware attacks …
a newspaper or social media. In addition to the rise in the frequency of ransomware attacks …
WHISPER: A tool for run-time detection of side-channel attacks
High resolution and stealthy attacks and their variants such as Flush+ Reload, Flush+ Flush,
Prime+ Probe, Spectre and Meltdown have completely exposed the vulnerabilities in Intel's …
Prime+ Probe, Spectre and Meltdown have completely exposed the vulnerabilities in Intel's …
" Get in Researchers; We're Measuring Reproducibility": A Reproducibility Study of Machine Learning Papers in Tier 1 Security Conferences
Reproducibility is crucial to the advancement of science; it strengthens confidence in
seemingly contradictory results and expands the boundaries of known discoveries …
seemingly contradictory results and expands the boundaries of known discoveries …
Survey of transient execution attacks and their mitigations
Transient execution attacks, also known as speculative execution attacks, have drawn much
interest in the last few years as they can cause critical data leakage. Since the first …
interest in the last few years as they can cause critical data leakage. Since the first …
[PDF][PDF] Copy-on-Flip: Hardening ECC Memory Against Rowhammer Attacks.
Despite nearly decade-long mitigation efforts in academia and industry, the community is yet
to find a practical solution to the Rowhammer vulnerability. Comprehensive software …
to find a practical solution to the Rowhammer vulnerability. Comprehensive software …
Hardware-assisted malware detection and localization using explainable machine learning
Malicious software, popularly known as malware, is widely acknowledged as a serious
threat to modern computing systems. Software-based solutions, such as anti-virus software …
threat to modern computing systems. Software-based solutions, such as anti-virus software …