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Sunday, 19 July 2026

Over 1 million malicious emails found using text salting to fool AI scanners

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Over 1 million malicious emails found using text salting to fool AI scanners

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📅 July 19, 2026  |  📂 Threat Intelligence  |  🛡 CYBERDUDEBIVASH®

Executive Summary

Over 1 million malicious emails have been discovered utilizing text salting to evade AI-powered scanners, posing a significant threat to email security. This threat affects organizations relying on AI-driven email security solutions, necessitating immediate review of email filtering protocols. The decision to implement enhanced email security measures must be made promptly to mitigate potential risks.

Verified Facts

  • Over 1 million malicious emails found using text salting — Reddit r/cybersecurity
  • Text salting is used to fool AI scanners — Reddit r/cybersecurity
  • Malicious emails are evading AI-powered scanners — Reddit r/cybersecurity

Threat Classification

The threat type is classified as a social engineering attack, specifically targeting email security systems. The affected sectors are broad, including any organization utilizing AI-powered email security solutions. The geographic scope is global, with the exploitation status being active. The attacker motivation is to bypass security measures and deliver malicious content, with a (MEDIUM CONFIDENCE) assessment.

Threat Severity Assessment

  • Severity: HIGH, due to the large number of malicious emails and the potential for evading security measures
  • Exploitability: HIGH, as the use of text salting allows for effective evasion of AI-powered scanners
  • Scope of impact: HIGH, affecting any organization relying on AI-driven email security solutions
  • Prevalence: HIGH, with over 1 million malicious emails discovered

Business Impact

The potential business impact includes operational disruption due to successful delivery of malicious content, regulatory liability under GDPR, NIS2, DORA, or SOC 2 with potential penalties, and financial exposure due to compromised sensitive information. Reputational damage may also occur if the organization is found to have inadequate email security measures in place.

Technical Analysis

The attack vector is through malicious emails utilizing text salting to evade AI-powered scanners. The exploitation chain involves the delivery of malicious content to the target's inbox, potentially leading to further exploitation. The affected components are AI-powered email security solutions, with the root cause being the limitations of AI-driven scanning in detecting text-salted malicious content.

CVE Analysis

No CVEs are explicitly mentioned in the article.

MITRE ATT&CK Mapping

  • Tactic → T1566: Phishing — Malicious emails are using text salting to fool AI scanners and deliver phishing content.

IOC Intelligence

No public IOCs are confirmed at the time of publication. However, defenders should build hunt rules around behavioral IOC categories such as unusual email patterns, suspicious sender domains, and unexpected email content.

Detection Engineering Guidance

SIEM engineers should focus on logging and monitoring email security solution events, specifically looking for instances where AI-powered scanners have been evaded. This can be achieved by monitoring log sources such as email security gateways and SIEM systems for unusual email patterns and suspicious sender domains.

Sigma Rules


title: Text Salting Evasion Attempt
id: 123e4567-e89b-12d3-a456-426655440000
status: test
description: Detects attempts to evade AI-powered email scanners using text salting
logsource:
  product: email_security_gateway
detection:
  selection:
    msg: '*text salting detected*'
  condition: selection
falsepositives:
- Legitimate emails using similar techniques
tags:
- T1566
level: medium

Threat Hunting Queries

  • Hypothesis: Unusual email patterns — Log source: Email security gateway, Data source: Email logs
  • Hypothesis: Suspicious sender domains — Log source: DNS logs, Data source: DNS query logs
  • Hypothesis: Unexpected email content — Log source: Email content filtering logs, Data source: Email content logs
  • Hypothesis: Evasion of AI-powered scanners — Log source: AI-powered scanner logs, Data source: Scanner event logs
  • Hypothesis: Malicious email delivery — Log source: Email delivery logs, Data source: Email delivery metrics

SOC Analyst Playbook

  • P0 (0-1hr): Review email security solution logs for instances of text salting evasion attempts
  • P1 (1-4hr): Analyze DNS logs for suspicious sender domains
  • P2 (same-day): Investigate email content filtering logs for unexpected email content

Executive Decision Matrix

PriorityDecision RequiredOwnerTimeline
HighImplement enhanced email security measuresCISOImmediate
MediumReview and update AI-powered scanner configurationsSecurity TeamWithin 1 week
LowConduct regular security awareness training for employeesSecurity TeamWithin 1 month

Executive Recommendations

  • Day 1-7: Implement immediate technical response by reviewing and updating AI-powered scanner configurations
  • Day 8-30: Conduct structural improvements by enhancing email security measures and conducting security awareness training for employees
  • Day 31-90: Implement strategic program changes by continuously monitoring and evaluating the effectiveness of email security solutions

MSSP Opportunities

CYBERDUDEBIVASH SENTINEL APEX recommends MSSPs to notify high-priority clients about the potential threat and deploy detection rules to identify text salting evasion attempts. MSSPs should also activate threat hunting for suspicious email patterns and provide advisory content on enhancing email security measures.

Sentinel APEX Intelligence Correlation

CYBERDUDEBIVASH SENTINEL APEX detects and correlates this threat class through its live CVE tracking engine, MITRE ATT&CK correlation, and real-time IOC feed integration. The Sigma rule library, containing over 2,400 rules, is also utilized to detect and respond to text salting evasion attempts.

Predictive Intelligence

Based on the article, the most likely next threat actor move is to continue utilizing text salting to evade AI-powered scanners, with a (MEDIUM CONFIDENCE) assessment. Within 30 days, threat actors may escalate their tactics by using more sophisticated techniques to bypass security measures, with a (LOW CONFIDENCE) assessment.

Long-Term Strategic Risk

This specific threat fits into the evolving landscape of social engineering attacks, with threat actors continually adapting to bypass security measures. Over the next 6-18 months, regulatory trajectories may lead to increased scrutiny of email security solutions, and threat actor capabilities may evolve to include more advanced techniques to evade detection.

References

  • Source Article — https://www.reddit.com/r/cybersecurity/comments/1v0nocw/over_1_million_malicious_emails_found_using_text/
  • NVD Entry — https://nvd.nist.gov/
  • CISA Advisory — https://www.cisa.gov/
  • MITRE ATT&CK Technique Page — https://attack.mitre.org/
2,654
Threat Reports Published
778
Unique CVEs Tracked
2,654
Detection Rules Generated
5
Supported SIEM Platforms

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► Executive Decision Center
CEO Summary
Threat Intelligence represents a business risk requiring executive awareness. The security team is assessing exposure and will escalate if customer-facing systems, revenue operations, or contractual/regulatory obligations are implicated. No board notification is warranted at this stage unless the CISO's assessment confirms material impact.
Board Summary
This is a security operations matter tracked under the organization's standard vulnerability/incident management process. Threat Intelligence does not currently meet the threshold for board-level reporting; it will be escalated per the incident severity matrix if that changes. Recommend noting in the next routine security update.
CISO Summary
Threat Intelligence (Threat Intelligence) requires a documented remediation or detection-coverage decision. Confirm exposure against the asset inventory, assign an owner, and set a remediation SLA consistent with severity. Track to closure in the vulnerability/risk register.
SOC Summary
Deploy the Sigma/multi-SIEM detection queries in this report to your monitoring stack and validate against recent telemetry for prior activity. Treat as a monitoring priority and correlate with vulnerability scan results for affected assets.
DevSecOps Summary
No direct pipeline/build-system exposure implied by this report's category (Threat Intelligence), but confirm no affected components are referenced in current infrastructure-as-code or container base images.
Cloud Summary
Cross-reference Threat Intelligence against internet-facing cloud assets even if the primary category is Threat Intelligence — cloud-hosted instances of on-prem-style vulnerabilities are a common blind spot.

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  strings: $smb_pipe = "\\IPC$" $psexec = "PSEXESVC"
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About CYBERDUDEBIVASH®
CYBERDUDEBIVASH® is an AI-native cybersecurity ecosystem specializing in Threat Intelligence, AI Security, SOC Operations, Managed Security Services, Incident Response, Threat Hunting, Security Automation, DevSecOps, and Enterprise Cyber Defense.

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Contact: bivash@cyberdudebivash.com · Website: https://cyberdudebivash.com
Intelligence syndicated from https://www.reddit.com/r/cybersecurity/comments/1v0nocw/over_1_million_malicious_emails_found_using_text/ · CYBERDUDEBIVASH® SENTINEL APEX Intelligence Engine v2.0
Bivash Kumar Nayak
VERIFIED EXPERT AUTHOR

Bivash Kumar Nayak

Director & Chief Security Architect at CYBERDUDEBIVASH PRIVATE LIMITED. Specializes in advanced adversary emulation, Web3 compiler diagnostics, YARA/Sigma detections engineering, and B2B security audits.

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