Ali Haider is a Display Analyst at Crain's Detroit Business. He focuses on a range of topics including technology, consumer tech, software development, and the intersection of arts and entertainment, particularly in video games and theater. His work has been featured in notable publications such as Cureus Journal of Medical Science, Khaleej Times, and Nature Portfolio.
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Ali Haider predominantly focuses on providing reviews within the gaming industry. If you are involved in launching new video games or game updates, reaching out to Ali with early access and exclusive insights might be beneficial. Since he also covers patch notes and updates, consider offering him pre-release information about upcoming game features and improvements.
Given his focus on medical research in a single article, it's possible that he may have an interest in health-related gaming content or the use of gamification in health technology. However, this isn't explicitly stated as a topic covered so approach this angle cautiously.
Since there is no specific geographic focus mentioned for Ali Haider, pitches should align with international appeal regarding gaming reviews and developments.
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Report claims Xbox Game Pass currently has around 30 million subscribers, well below Microsoft's projected target.
By: Ali Haider
A report from 3D Realms founder Scott Miller claims most of id Software's developers have been laid off, as staff begin confirming job losses.
ARC Raiders Update 1.36.0 introduces new matchmaking, a THE FINALS crossover, fresh seasonal rewards, bug fixes, and quality of life improvements.
Trophy lists for Call of Duty: Black Ops and Black Ops 2 have appeared on PlayStation, pointing to a release that could be imminent.
By: Ali Haider, Arman Rasool
Ensuring the robustness of Network Intrusion Detection Systems (NIDS) against adversarial manipulation is an increasingly important problem in the field of computer network security today. Recent breakthroughs in adversarial machine learning have brought to light the vulnerability of NIDS that rely on deep learning models to carefully crafted perturbations, which could significantly degrade the detection and classification performance. In the present investigation, we carry out a systematic empirical investigation of targeted white box adversarial attacks upon a deep learning based multi-class NIDS. A DNN-based intrusion detection model is first evaluated in benign operational condition and then, is subjected to targeted adversarial perturbations introduced using the Fast Gradient Sign Method. To address the observed vulnerabilities, we follow Adversarial Training as a heuristic defence mechanism. All the experiments made use of a subset of the Canadian Institutes of Cybersecurity Intrusion Detection System benchmark data. The proposed NIDS achieves an accuracy of 97.11% in pre-attack conditions. When the model is fed with targeted adversarial perturbations, the classification accuracy decreases to a large degree to 33.27%, 52.15%, 37.89%, and 29.45% when the Benign, DDoS, DoS-Hulk, and PortScan classes are taken as the target, respectively. Incorporating Adversarial Training improves the robustness and increases the accuracy to 73.83%, 76.82%, 75.71% and 71.96% in respective targeted scenarios, although the recovery still depends on the class. Rather than present new attack or defence, this study presents a detailed empirical assessment of targeted adversarial vulnerability and defensive behaviour in a multi-class NIDS setting. The results highlight long-standing, class-specific, robustness gaps and provide insights that could be used to design more robust intrusion detection systems.
MOUSE: P.I. For Hire Update 1.2.1 adds Level Revisit, ultrawide support, performance improvements, and hundreds of gameplay bug fixes.
DELTARUNE Chapter 5 v0.0.247 fixes crashes, softlocks, gameplay bugs, graphical issues, and adds minor dialogue and credits updates.
Total War: WARHAMMER III Patch 8.1.0 adds new Cathay landmarks, campaign improvements, AI updates, and extensive balance and bug fixes.
Forza Horizon 6's July 13 update improves AI, gameplay, audio, stability, cars, and resets Rivals leaderboards after exploit fixes.
Sword Art Online: Echoes of Aincrad successfully shakes up the formula with an engaging, flexible action-RPG combat system and rewarding partner mechanics.
