The Potential New Microbial Hazard Monitoring Tool in Food Safety: Integration of Metabolomics and Artificial Intelligence

Y Feng, A Soni, G Brightwell, MM Reis, Z Wang… - Trends in Food Science …, 2024 - Elsevier
Background For a sustainable food processing environment, robust and real-time monitoring
of pathogens is particularly important. Therefore, novel methods integrating metabolomics …

[HTML][HTML] MeMalDet: A memory analysis-based malware detection framework using deep autoencoders and stacked ensemble under temporal evaluations

P Maniriho, AN Mahmood, MJM Chowdhury - Computers & Security, 2024 - Elsevier
Malware attacks continue to evolve, making detection challenging for traditional static and
dynamic analysis techniques. On the other hand, memory analysis provides valuable …

Analysis of the dynamic features on ransomware detection using deep learning-based methods

S Gulmez, AG Kakisim… - 2023 11th International …, 2023 - ieeexplore.ieee.org
Recently, the number and complexity of ran-somware attacks have been increasing day by
day, threatening more individuals and organizations, both financially and reputationally, by …

[PDF][PDF] DEEP LEARNING FOR MALWARE DETECTION: LITERATURE REVIEW

J BOODAI, A ALQAHTANI, K RIAD - Journal of Theoretical and Applied …, 2024 - jatit.org
Malware is among the biggest cybersecurity threats, that are changing all the time to dodge
traditional signature-based detection. In particular, machine learning, especially deep …

[PDF][PDF] Machine Learning in Malware Analysis: Current Trends and Future Directions.

S Altaha, K Riad - … Journal of Advanced Computer Science & …, 2024 - saiconference.com
Malware analysis is a critical component of cybersecurity due to the increasing
sophistication and the widespread of malicious software. Machine learning is highly …

Information Security Threats and Mitigation Strategies: A Systematic Review

S Singh, M Kaur - Kilby, 2023 - papers.ssrn.com
As digital technology develops and the world becomes more interconnected, cybersecurity
has proven to be a serious worry for people, companies, and governments. This study offers …