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๐—ง๐—ต๐—ฒ ๐—ฅ๐—ถ๐˜€๐—ฒ ๐—ผ๐—ณ ๐—”๐—œ-๐—ผ๐—ป-๐—”๐—œ ๐—”๐˜๐˜๐—ฎ๐—ฐ๐—ธ๐˜€: ๐—ช๐—ต๐—ฒ๐—ป ๐—›๐—ฎ๐—ฐ๐—ธ๐—ฒ๐—ฟ๐˜€ ๐—ช๐—ฒ๐—ฎ๐—ฝ๐—ผ๐—ป๐—ถ๐˜‡๐—ฒ ๐—Ÿ๐—Ÿ๐— ๐˜€ ๐—”๐—ด๐—ฎ๐—ถ๐—ป๐˜€๐˜ ๐——๐—ฒ๐—ณ๐—ฒ๐—ป๐—ฑ๐—ฒ๐—ฟ๐˜€

2 min readDec 30, 2025

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While much attention focuses on AIโ€™s defensive capabilities, a new threat landscape is emerging: AI-on-AI attacks. Malicious actors are increasingly leveraging Large Language Models (LLMs) to target and subvert AI-powered security systems, creating an arms race where defenders struggle to keep pace.

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One prominent attack vector is AI-generated phishing at scale. LLMs can craft highly convincing and personalized phishing emails, significantly increasing click-through rates and compromising sensitive data. The sophistication and volume of these attacks pose a significant challenge to traditional detection methods.

Prompt injection attacks represent another critical vulnerability. By carefully crafting inputs, attackers can manipulate the behavior of LLMs, causing them to bypass security protocols or even divulge confidential information. This form of attack exploits the inherent trust placed in LLMs, turning them into unwitting accomplices.

Furthermore, LLM data poisoning presents a long-term threat. By injecting malicious data into the training sets of LLMs, attackers can subtly influence their behavior, creating backdoors or biases that can be exploited later. This insidious form of attack can compromise the integrity of AI systems for extended periods.

Security Operations Center (SOC) analysts face an uphill battle against these AI-driven attacks. The speed and scale at which LLMs can generate malicious content far exceed human capabilities. As AI-on-AI attacks become more sophisticated, organizations must invest in advanced AI-powered defenses to effectively counter these evolving threats and avoid being overwhelmed.

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TM SQUARE

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