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Cybersecurity Insights

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

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Page 23 of 27 | Showing 10 posts | Total: 262 posts
What Is Data Poisoning in AI? | CrowdStrike
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What Is Data Poisoning in AI? | CrowdStrike

Data poisoning is a cyberattack where adversaries tamper with training datasets in AI/ML models to manipulate output. It introduces bias, degrades accuracy, or implants backdoors. Protection requires robust monitoring, validation, and insider threat detection.

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What Does Trustless Mean in Crypto?

What Does Trustless Mean in Crypto?

Explore what 'trustless' means in blockchain and crypto. Learn how distributed systems like Bitcoin and Ethereum use consensus mechanisms to reduce reliance on central authorities.

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Hidden Backdoors in NLP Models

Hidden Backdoors in NLP Models

This paper reveals how NLP models can be secretly manipulated using covert backdoor triggers that affect toxic comment detection, translation, and question answering with high success.

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Digital Sovereignty and Human Rights

Digital Sovereignty and Human Rights

While digital sovereignty can be misused to suppress dissent, it also offers a chance to advance human rights, protect vulnerable populations, and promote fair digital development globally—especially when applied with safeguards and support for individual freedoms.

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TrojanForge: Adversarial HTs with Reinforcement Learning

TrojanForge: Adversarial HTs with Reinforcement Learning

TrojanForge leverages reinforcement learning to automate the generation of adversarial hardware trojans capable of evading state-of-the-art detection methods. By mimicking GANs, it closes the loop between insertion and detection, offering insights into attack strategies and defensive gaps.

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What Is Deception Technology?

What Is Deception Technology?

Deception technology is a proactive cybersecurity defense that creates decoys to lure attackers, detect intrusions early, and reduce response time. Fortinet's approach integrates AI and threat intelligence for early detection, reduced risk, and improved SOC efficiency.

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Digital Sovereignty and the Future of the Internet

Digital Sovereignty and the Future of the Internet

This post explores how digital sovereignty evolved from a marginal idea to a key element in global digital policy debates. It discusses political economy, autonomy, and security concerns reshaping internet openness.

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Updated #StopRansomware Guide: Prevention & Response

Updated #StopRansomware Guide: Prevention & Response

The updated #StopRansomware Guide by CISA offers key practices for preventing and responding to ransomware and data extortion. Developed by CISA, MS-ISAC, NSA, and FBI, it presents actionable recommendations for IT pros to strengthen resilience and mitigate threats.

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AI: A New Weapon in Irregular Warfare

AI: A New Weapon in Irregular Warfare

AI is revolutionizing irregular warfare, from creating deepfakes for military deception to manipulating financial markets. This piece explores how AI can craft potent disinformation campaigns, trigger economic sabotage, and shape conflicts remotely with unprecedented speed.

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Nightshade Empowers Artists Against AI Model Exploitation

Nightshade Empowers Artists Against AI Model Exploitation

Nightshade is a new tool that lets artists embed invisible pixel modifications in images, sabotaging AI models trained on stolen content by generating distorted outputs like dogs turning into cats.

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