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Cybersecurity Insights

Latest insights, techniques, and industry knowledge from cybersecurity experts and Unit 8200 veterans

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Page 1 of 12 | Showing 10 posts | Total: 114 posts

Featured1/3/2026

Persistent ShadowLogic Backdoors Survive Model Changes

ShadowLogic is a novel AI backdoor technique that remains effective even after model conversion (e.g., to ONNX or TensorRT) and fine-tuning. This research shows how ShadowLogic backdoors persist across formats and impact AI supply chain security.

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1/2/2026

Just 250 Documents Can Backdoor LLMs of Any Size

New research shows that with just 250 poisoned samples, attackers can implant backdoors in LLMs, regardless of model size or data volume—challenging prior security assumptions.

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1/1/2026

Understanding the Cyber Ecosystem

The cyber ecosystem is the interconnected network of people, processes, data, technologies, and environments enabling secure and efficient digital interactions. Understanding it is crucial for strong cybersecurity.

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12/31/2025

Gemini CLI Vulnerability: Hidden Code Execution Risk

Tracebit uncovered a critical vulnerability in Google Gemini CLI allowing silent code execution via prompt injection and command spoofing. Malicious input can masquerade as benign files to steal user credentials unnoticed.

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12/30/2025

Digital Sovereignty in Diplomacy and Cyber Warfare

This chapter explores digital sovereignty as both a strategic defense and a diplomatic tool within democracies facing cyber threats. It highlights shifts and challenges in the digital realm, emphasizing cyber-resilience and state autonomy critical for security and international cooperation.

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12/29/2025

Exploring the Wonders of the Ocean

Discover the amazing diversity of marine life beneath the waves and learn why ocean conservation is vital for our planet's health and future.

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12/27/2025

API Threat Landscape: Botnets, DDoS & Deception

Modern API threats stem from advanced tactics like botnets, DDoS distractions, and evasion techniques. Learn how adversaries operate through real-world case studies and prepare your organization for the evolving cyber threat landscape in 2023 and beyond.

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12/25/2025

Understanding Insider Threats and Mitigation Strategies

Insider threats come from authorized individuals who may harm systems intentionally or unintentionally. Recognizing negligent, accidental, and malicious threat types is essential to building effective programs that protect public and private critical infrastructure.

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12/24/2025

Shadow AI and How Enterprises Can Tackle the Risks

Shadow AI is the unauthorized use of AI tools by employees without IT approval, posing risks like data leaks, compliance failures, and reputational damage. Organizations must govern AI use, enforce security policies, and promote responsible usage to manage these risks.

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12/23/2025

User Privacy vs. Cyber Sovereignty: Data Localization Threat

This report explores the global rise of data localization laws and their human rights impacts. From China to Brazil, governments seek control over data flows, often risking user privacy and internet freedom. Calls for rights-respecting data protection and collaboration.

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Showing 1 to10 of114 articles

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