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AC_MAPPER : a robust approach to ATT&CK technique classification using input augmentation and class rebalancing

The detection and classification of adversarial techniques from cyber threat intelligence (CTI) text is a critical task in threat analysis and mitigation. While recent transformer-based models have shown promise, their general-purpose nature often limits effectiveness on complex, domain-specific datasets. In this paper, we present a novel model designed to address the challenges of technique class

FORGET ME NOT - Reawakening Caroli Church, a building between times

In the centre of Malmö, Caroli Church stands in quiet suspension—its doors closed, its future uncertain. Neither abandoned nor alive, it occupies a space between preservation and possibility. In a society where churches are increasingly disconnected from their original function, the question lingers: what becomes of the sacred when it no longer serves the ritual? And who, ultimately, decides what

The Waffen-SS Man in the Gallery : The Yaroslav Hunka Scandal and Canada's Undigested Past

In September 2023, in the Canadian House of Commons, the Speaker of theHouse introduced the Ukrainian president, Volodymyr Zelensky, to a 98 yearold Ukrainian Waffen-SS veteran named Yaroslav Hunka, who was intro-duced as a “Canadian and Ukrainian hero” and given two standing ova-tions from the floor. This incident developed into an international politicalscandal and resulted in the resignation ofIn September 2023, in the Canadian House of Commons, the Speaker of the House introduced the Ukrainian president, Volodymyr Zelensky, to a 98 year old Ukrainian Waffen-SS veteran named Yaroslav Hunka, who was introduced as a “Canadian and Ukrainian hero” and given two standing ovations from the floor. This incident developed into an international political scandal and resulted in the resignation o

Det strålar en stjärna… : nya rön om universitetets silverspiror

När två oväntade silverspiror dyker upp i Kulturens magasin startar en historisk detektivresa för arkivarien Henrik Ullstad. Jakten på svar leder långt tillbaka i universitetets ceremoniella traditioner – och fram till upptäckter som utmanar den gängse bilden av dessa ikoniska föremål.

The Electronic Faces Thermometer Scale (eFTS)—Construct Validity for Pain Assessment in Pediatric Postoperative Care in Sweden

Background: Pain in children is undertreated. An assessment scale co-designed with children, parents, and health care professionals could lead to more effective pain assessments and treatment strategies aimed at reducing pain and pain-related symptoms. There are analogue scales validated for self-report of pain in children, but today, children regularly use digital technology, which healthcare sho

Constraining aerosol deposition over the global ocean

Aerosols substantially influence the climate by modifying Earth’s radiative balance and marine biogeochemical cycles. However, accurate quantification of aerosol deposition onto ocean surfaces remains challenging due to the limited direct observations over oceanic regions. Here, to address this observational gap, we use the cosmogenic radionuclide beryllium-7, measured simultaneously in the atmosp

Psychometric properties of the Occupational Balance Questionnaire 11-Chinese version

Background: Occupational balance (OB) is a subjective feeling of having the right amount and variety of occupations. Aims/objectives: The study aims to translate the Occupational Balance Questionnaire (OBQ11) into Chinese (OBQ11-C) and to examine its psychometric properties for people with depression in Taiwan. Material/methods: The OBQ11 was translated and reviewed by 10 experts. Subjects with de

Minimizing the angle of incidence errors in intensity ratio phosphor thermometry

Intensity ratio-based phosphor thermometry is a promising technique for instantaneous temperature measurement of fast-moving objects. However, its accuracy is limited by the blueshift effects of interference filters induced by angle of incidence (AOI) variations. This is especially problematic for phosphors with significant temperature-dependent emission band shifts. To address this issue, we prop

The aDNA Revolution Moves Beyond Genetics

Ancient DNA has revolutionized the fields of archaeology and anthropology. Nowhere is this more apparent than in the field of kinship studies. This report provides a reflection on a recent workshop focused on exploring non-biological kinship in light of recent aDNA research. It presents a summary of reflections by workshop participants that emphasized the importance of interdisciplinary collaborat

Overall outcome, functioning, and disability in older adults 3 to 14 years after traumatic brain injury

Background: Epidemiological studies show an increasing incidence of traumatic brain injury (TBI) among people aged 65 years and older. Advances in neurointensive care have improved survival after TBI. There is a need for knowledge about long-term outcome after TBI among older survivors of TBI. Objective: To describe the overall outcome, long-term functioning, and disability of the participants in