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Related Articles from SNS
Uncertainty-Guided Label Rebalancing for CPS Safety Monitoring
Announce Type: replace Abstract: Safety monitoring is essential for Cyber-Physical Systems (CPSs). However, unsafe events are rare in real-world CPS operations, creating an extreme class imbalance that degrades safety predictors. Standard rebalancing techniques perform poorly on time-series CPS telemetry, either generating unrealistic synthetic samples or overfitting on the minority class.
Investigations into Mandelson and Andrew could take more than a year, CPS chief says
Andrew Mountbatten-Windsor and Peter Mandelson.
Hampshire Police warned against statement during Henry Nowak trial over misinformation
Hampshire Police warned against statement during Henry Nowak trial over misinformation Hampshire Police drafted a statement during the Henry Nowak murder trial to counter online misinformation, but were warned by the CPS it could jeopardise the case against his convicted killer Hampshire Police had planned to release a statement tackling "disinformation" during the trial of Henry Nowak's killer, but were cautioned by the Crown Prosecution Service that doing so could put the case at risk. It...
Two men charged following violent disorder in Southampton over Henry Nowak murder
Two men charged following violent disorder in Southampton over Henry Nowak murder Riot police were called in to deal with the protests - Bookmark Two men have been charged following the violent disorder in Southampton on Tuesday evening in the wake of the sentencing of Henry Nowak’s murderer. The Crown Prosecution Service (CPS) announced the charges after riots on Tuesday evening in the Hampshire port city following the conclusion of the court case, which led to the injury of 11 police...
Chicago high school faces outcry after axing Arabic program
A Chicago high school's decision to eliminate its Arabic language program due to low enrollment and budget constraints has sparked backlash from community members who argue the course is vital for inclusion and diversity. Lincoln Park High School (LPHS) announced it will no longer offer Arabic to incoming freshmen. The decision comes as Chicago Public Schools (CPS) grapples with a projected $732.5 million deficit, forcing districtwide cuts to teaching and administrative staff, according to a...
No justice for student who died after taking poison bought online, father says
No justice for student who died after taking poison bought online, father says The National Crime Agency (NCA) and the Crown Prosecution Service (CPS) said 79 UK victims who died as a direct result of purchasing Law's products will form part of the wider case into his offending The father of a student who killed himself with a poison supplied by a Canadian man has said there is no "justice" for his son after prosecutors announced the seller will not face charges in the UK. Philosophy student...
IDDMBSE: Integrating Data-Driven and Model-Based Systems Engineering for Trusted Autonomous Cyber-Physical Systems
arXiv:2606.06727v1 Announce Type: new Abstract: Autonomous cyber-physical systems (CPS) sit at the intersection of Model-Based Systems Engineering (MBSE) and data-driven Machine Learning and Artificial Intelligence (ML/AI), yet no integrated Systems Engineering (SE) methodology natively spans both. We address this gap with IDDMBSE, an Integrated Data-Driven and Model-Based Systems Engineering methodology that extends the rigorous MBSE V-process with a data-driven loop at every step, anchored...
Stability Without Safety: Gain Manipulation Attacks on Agentic Cyber-Physical Systems
arXiv:2606.07803v1 Announce Type: new Abstract: Agentic cyber-physical systems (CPS), where autonomous AI agents participate in runtime control decision-making, introduce agent-driven parameter-update pathways absent from conventional feedback architectures. These pathways form a parameter channel structurally distinct from classical sensor and actuator channels. Among these parameters, feedback gains are the highest-leverage target: a single gain matrix determines closed-loop eigenvalue...
AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation
arXiv:2606.08173v1 Announce Type: new Abstract: In sixth-generation (6G) networks, billions of cyber-physical systems (CPSs) - autonomous vehicles, smart grids, industrial robots, and remote-surgical equipment - will run over ultra-reliable low-latency slices, collapsing the gap between a remote breach and physical harm to milliseconds, a budget perimeter firewalls and centralised security operations centres cannot meet. This survey reframes 6G CPS security as a closed-loop, AI-native...
No second retrial for men accused of airport brawl
The article reports that Muhammad Amaad and Mohammed Fahir Amaaz have been denied a second retrial for their alleged assault on a Greater Manchester Police officer in 2024. The men had previously been acquitted of the charges, but the Crown Prosecution Service (CPS) sought a retrial, which was ultimately denied by the court.