Deep Learning Based Detecting Security System

Emails are frequently used as a launch pad for ransomware attacks by those looking to compromise company data. Organizations are more conscious of their vulnerability to assaults due to the complexity and frequency of ransomware attacks. Ransomware attacks have been launched against companies. By encrypting and locking a victim's data. Ransomware renders them useless and unusable until the attacker gets paid a ransom. The email gateway technologies DKIM and SPF are responsible for monitoring incoming and outgoing traffic for data integrity, context, and content for emails and web interactions. To verify a sender's identity and authenticate message content, DKIM employs a digital signature, while SPF determines the permissible devices for sending mail on a network. This can inspect malicious web links and attachments to stop an infection. Perform real-time threat analysis, detect malicious behavior on the outbound web with detection capabilities, view encrypted traffic and attachments, and prevent endpoint data loss.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-23
DOI
https://doi.org/10.5281/zenodo.15493654
Primary Topic
Advanced Malware Detection Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Deep Learning Based Detecting Security System

Zenodo (CERN European Organization for Nuclear Research)
Advanced Malware Detection Techniques
article

Deep Learning Based Detecting Security System

article en

Abstract

Emails are frequently used as a launch pad for ransomware attacks by those looking to compromise company data. Organizations are more conscious of their vulnerability to assaults due to the complexity and frequency of ransomware attacks. Ransomware attacks have been launched against companies. By encrypting and locking a victim's data. Ransomware renders them useless and unusable until the attacker gets paid a ransom. The email gateway technologies DKIM and SPF are responsible for monitoring incoming and outgoing traffic for data integrity, context, and content for emails and web interactions. To verify a sender's identity and authenticate message content, DKIM employs a digital signature, while SPF determines the permissible devices for sending mail on a network. This can inspect malicious web links and attachments to stop an infection. Perform real-time threat analysis, detect malicious behavior on the outbound web with detection capabilities, view encrypted traffic and attachments, and prevent endpoint data loss.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 46%
Advanced Malware Detection Techniques
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Deep Learning Based Detecting Security System · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS