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Belief-Space Quantum-Inspired Reinforcement Learning for Partially Observable Autonomous Cyber Defense in the Internet of Vehicles
arXiv:2606.07796v1 Announce Type: new Abstract: The Internet of Vehicles (IoV) faces a dynamic, adversarial security environment where attackers adapt to defenses. Existing intrusion detection systems rely on static classifiers that fail to capture sequential decision-making, attacker adaptation, and uncertainty. We formulate IoV security as a sequential attacker-defender interaction and model defense as a reinforcement learning problem under partial observability.
Quantum-Inspired Reinforcement Learning for Low-Latency Intrusion Detection in V2X and Internet-of-Vehicles Networks
Announce Type: new Abstract: Smart cities increasingly depend on dense edge, IoT, and vehicular networks to deliver critical urban services, including traffic control, connected mobility, infrastructure monitoring, and energy management. In this ecosystem, the Internet of Vehicles (IoV) is central to intelligent transportation, enabling continuous communication among vehicles, roadside infrastructure, and cloud-edge platforms. This connectivity, however, also enlarges the attack surface and...
Deterministic versus Stochastic Optimization for Joint Path Planning and Dynamic Time Splitting in Multiple-UAV-Cached IoT Networks
Announce Type: new Abstract: This paper examines wireless-powered Internet of Things (IoT) networks involving multiple unmanned aerial vehicles (UAVs) equipped with backscatter and caching technologies to relay and transmit signals. For data communication and energy harvesting (EH), the source transmits information and power to UAVs using the dynamic time splitting (DTS) method. UAVs use harvested energy for passive communication (backscatter) and for active communication (transmitting...
Desi jugaads during heatwaves: India’s battle against 45°C temperatures
India is learning to live with a hotter future. From Delhi to Mumbai, temperatures are regularly crossing 45 degrees Celsius, heatwaves are lasting longer and cities are becoming giant heat traps due to rapid urbanisation and the growing urban heat island effect. But if there is one thing Indians are famous for, it is finding a jugaad for every problem.
US lists China’s BYD, Alibaba, Baidu as ‘Chinese military companies’
US lists China’s BYD, Alibaba, Baidu as ‘Chinese military companies’ Chinese embassy in Washington, DC, condemns designation, calling it ‘discriminatory’. The United States has designated Chinese corporate giants Alibaba, BYD and Baidu as companies that support China’s military, expanding its blacklist to some of the country’s best-known commercial brands. The Pentagon included the firms in an update on Monday that is likely to complicate the fragile detente under way between Washington and...
Elon Musk’s SpaceX eyes $1.77tn valuation ahead of historic IPO
Elon Musk’s SpaceX eyes $1.77tn valuation ahead of historic IPO Texas-based rocket company announces plans to sell shares at $135 apiece, aiming to raise approximately $75bn. Elon Musk’s rocket company SpaceX is targeting a valuation of nearly $1.77 trillion in its blockbuster initial public offering (IPO), paving the way for the largest stock market debut in history. In a filing with the US Securities and Exchange Commission on Wednesday, SpaceX said that it plans to sell 555.6 million...
Backrooms is a reminder that the internet is the future of cinema
Backrooms is a reminder that the internet is the future of cinema Kane Parsons joins plenty of other YouTubers who’ve made their way to the big screen. The story behind the Backrooms is almost as trippy as the film itself. Kane Parsons taught himself how to use Adobe After Effects and Blender as a teenager, experimented with online short films, and rose to online fame with his first Backrooms short in 2022 (which now has nearly 80 million views).
Giuliani: WC security challenge 'unprecedented'
This summer's World Cup will pose an unprecedented security challenge due to its size and scope, but the nation's law enforcement is "leaning in," Andrew Giuliani, executive director of the White House FIFA World Cup 2026 Task Force, told ESPN in an interview. "This entire country's police force is leaning in," he said. "It is an unbelievable problem set when I think about what local law enforcement is going to have to go over this 40-day stretch.
A Falcon 9 booster turns 5 years old—and just set a remarkable reuse record
A little more than five years ago, a shiny white Falcon 9 rocket made its debut flight, boosting a Cargo Dragon spacecraft to the International Space Station. Over the next year, it would launch a pair of astronaut missions and a handful of commercial spacecraft. But since then, this first stage booster, designated B 1067, has mostly flown Starlink missions.
SpaceX courts Australian investors as government warns Elon Musk risk
As Elon Musk's SpaceX goes public, Australian government officials are flagging Starlink's risks Thu 11 Jun 2026 at 5:39am In short: About 200,000 Australians and several government agencies use Starlink, and major telcos are now partnering with SpaceX to expand satellite phone coverage. Federal government officials are privately flagging risks from relying on a foreign-owned provider, according to documents obtained by a freedom of information request.