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Recommender System Attacks

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10 questions
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  • Q1
    What is a common attack method on recommender systems where an attacker manipulates users' ratings or profile information to influence recommendations?
    Cold-start attack
    Sybil attack
    Popularity bias attack
    Data poisoning attack
  • Q2
    Which type of attack involves introducing a large number of new or unpopular items into a system to create biases in the recommendations?
    Shilling attack
    Adversarial attack
    Filter bubble attack
    Botnet attack
  • Q3
    What type of attack on recommender systems involves manipulating the user's input data to create a biased or inaccurate representation of their preferences?
    Data spoofing attack
    Profile injection attack
    Collaborative filtering attack
    Rank manipulation attack
  • Q4
    What kind of attack on recommender systems involves exploiting vulnerabilities in the recommendation algorithm itself to manipulate the output recommendations?
    Ranking fraud attack
    Injection attack
    Reputation attack
    Model inversion attack
  • Q5
    What is a technique used in recommender systems to present users with a set of diverse recommendations, rather than focusing on popular or similar items?
    Content-based filtering
    Popularity bias
  • Q6
    What type of attack on recommender systems involves creating fake positive feedback to boost the ratings of certain items and influence recommendations?
    Shilling attack
    Filter bubble attack
    Sybil attack
    Rank manipulation attack
  • Q7
    What is a common method used in recommender system attacks to evade detection by providing subtle and gradual changes in manipulation?
    Buffer overflow attack
    DDoS attack
    Slow drip attack
    Pharming attack
  • Q8
    What type of attack on recommender systems involves providing misleading information or omitting key details to influence recommendations?
    Deception attack
    Distributed denial-of-service attack
    SQL injection attack
    Zero-day attack
  • Q9
    What type of attack on recommender systems involves exploiting the user's behavior, preferences, or historical data to manipulate recommendations?
    Man-in-the-middle attack
    Phishing attack
    Buffer overflow attack
    User profiling attack
  • Q10
    What is a form of attack on recommender systems that involves an attacker intercepting and modifying communication between users and the system?
    Distributed denial-of-service attacks
    SQL injection attacks
    Man-in-the-middle attacks
    Phishing attacks

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