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A Machine Learning Model for Detecting Malware Outbreaks Using Only a Single Malware Sample

We delve into how machine learning performs dynamic malware detection in a scenario where only a single malware sample is available.

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Inside the Smart Home: IoT Device Threats and Attack Scenarios
The different threat scenarios that can happen to a smart home illustrate that compromised IoT devices can affect not just users' comfort and convenience but also their safety.
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Securing Enterprises for 5G Connectivity
For the advantages of 5G to be unlocked, ample preparation and planning are necessary. Looking at the changes 5G networks might bring about on an enterprise and its security is a good place to start.
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Security in the Era of Industry 4.0: Dealing With Threats to Smart Manufacturing Environments
As manufacturing companies continue to adopt Industry 4.0, many environments could still be falling short on security with outdated systems, unpatched vulnerabilities, and unsecure files that leave them vulnerable to attacks.
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Global Telecom Crime Undermining Internet Security: Cyber-Telecom Crime Report
As the field of telecommunication continues to evolve, so should its security. Understanding its current threat landscape can help reduce the impact of crimes like telecom fraud and prepare us for future threats in the age of the IoT.
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Why Internet Routing Affects Digital Sovereignty
We examine the nature of internet routing and see how it may be in conflict with border-specific regulations.
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Securing Smart Homes and Buildings: Threats and Risks to Complex IoT Environments
The evolution of smart homes and smart buildings into complex IoT environments reflects the continuing developments in home and industrial automation. Security should not be left behind as increased complexity also means new threats and risks.
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Using Machine Learning to Detect Malware Outbreaks With Limited Samples
Catching malware outbreaks early keeps users, communities, enterprises, and governments safe. But if malware samples are scarce, can machine learning help analyze, detect, and end an outbreak?
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Attacks Against Industrial Machines via Vulnerable Radio Remote Controllers: Security Analysis and Recommendations
Radio frequency (RF) technology is being used in operations to control various industrial machines. However, the lack of implemented security in RF communication protocols could lead to production sabotage, system control, and unauthorized access.
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Shining a Light on the Risks of HolaVPN and Luminati
What would happen if a VPN doesn’t do what it’s intended to do — which is to deliver an anonymous and secure way for users to go online? This is what we sought to uncover in our research on HolaVPN and its sister company Luminati.
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