AI SafetyModels 🇷🇺 30.07.2026 21:02

Five Roles of AI in Cybersecurity: From Attack Accelerator to Prime Target

РостелекомРостелеком Positive TechnologiesPositive Technologies
The article explores five roles AI plays in cybersecurity: attack accelerator, compromised assistant, leakage vector, shield, and direct target. It highlights how generative AI lowers the cost of attacks, introduces new attack surfaces via agents, and requires deterministic controls outside the model.
The article, written by three cybersecurity experts from Rostelecom, Positive Technologies, and FMBA, examines five AI roles in cybersecurity. First, AI accelerates attacks by lowering the cost of social engineering, code generation, and logic formation. Second, a compromised assistant on an infected endpoint can leak data, perform actions, damage reputation, consume resources, or poison context. Third, leakage often stems from excessive permissions, rich context, or weak output checks. Fourth, AI can serve as a shield, sorting events and drafting investigations, but must not make final decisions. Fifth, AI as a direct target is vulnerable to prompt injection, poisoned sources, and insecure output handling, especially when it has agency. The authors argue that system prompts are not security locks; deterministic controls like policy engines, RBAC, and approval steps are essential.
Сокращения
LLM = Large Language Model — Большая языковая модель
AppSec = Application Security — Безопасность приложений
RBAC = Role-Based Access Control — Управление доступом на основе ролей
ABAC = Attribute-Based Access Control — Управление доступом на основе атрибутов
SAST = Static Application Security Testing — Статическое тестирование безопасности приложений
DAST = Dynamic Application Security Testing — Динамическое тестирование безопасности приложений
SCA = Software Composition Analysis — Анализ состава программного обеспечения
CI/CD = Continuous Integration/Continuous Deployment — Непрерывная интеграция/непрерывная доставка
API = Application Programming Interface — Интерфейс программирования приложений
ACL = Access Control List — Список управления доступом
Source: Habr — хаб ИИ — original
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