ElevenAgents update: automated validation and collaborative development
ElevenLabs has added automated procedure validation and team collaboration tools for configuring voice AI agents.
VOICEIP JOURNAL / EXPERT
Lesia Kozak
Software and integration reviewer
About the expert
A VoiceIP editorial profile. This collection covers software development and systems integration.
Articles with commentary
18
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Current contributions
Current journal · 1
PREVIOUS PUBLICATIONSArticle archive17
Historical contributions with their original publication dates and URLs.
AI risk management in critical infrastructure via NIST AI RMF 1.0
How critical infrastructure operators can adapt the NIST AI RMF 1.0 framework to defend against specific AI threats and integrate it into corporate cybersecurity.
AI in cybersecurity 2027: from perimeter defense to semantic DLP filters
How to protect corporate LLM integrations from data leaks and new attack vectors using NIST AI RMF, MITRE ATT&CK frameworks, and Security by Design architecture.
Building noise-free security monitoring with SIEM, SOC, and SOAR
A practical approach to overcoming SOC alert fatigue through MITRE ATT&CK mapping, SOAR automation, and NIST CSF 2.0 business prioritization.
How to detect cloaking on a compromised website
Cloaking hides signs of website compromise by displaying spam content only to search bots. We analyze the threat mechanics and detection methods using Google Search Console.
Casibom in Search Console: detecting corporate website compromise
Unusual gambling queries in Google Search Console indicate website compromise via cloaking. Learn how to detect hidden SEO spam and protect your domain.
Oracle PeopleSoft vulnerability exploited in university data breach
A critical zero-day vulnerability, CVE-2026-35273, in Oracle PeopleSoft has been exploited by the ShinyHunters group to compromise educational institutions, highlighting the ongoing risks associated with legacy ERP systems.
CERT-UA: New UAC-0057 Toolkit and Countermeasures
CERT-UA has reported on new tooling used by the UAC-0057 group. We examine the technical aspects of OYSTERFRESH, OYSTERSHUCK, and OYSTERBLUES, along with practical recommendations for defense.
Cyber threats to critical infrastructure: defending against new attacker tactics
CERT-UA warns of intensified cyberattacks targeting critical infrastructure. We examine new attacker tactics and effective defense strategies based on Zero Trust architecture.
Supply chain security lessons for AI integrations
The Miasma attack on Red Hat's npm packages highlights supply chain risks and credential theft, which are critical for AI integration security.
AI security platform: protecting AI services from prompt injection and data leaks
Protecting AI services from prompt injection and data leaks in 2026 requires a comprehensive approach and integration with existing cybersecurity tools.
Protecting critical infrastructure from emerging IoT/SCADA threats
The increasing number of cyberattacks on critical infrastructure necessitates a reevaluation of approaches to securing IoT and SCADA systems. Emerging challenges for 2026 demand integrated solutions and continuous monitoring.
DLP for AI Systems: The New Cybersecurity Reality of 2026
By 2026, over 70% of new AI systems will experience data breaches due to inadequate Data Loss Prevention (DLP) integration, necessitating a reevaluation of sensitive information protection in the age of artificial intelligence.