Abstract: Cybersecurity active defense and rapid bulk recovery in data storage systems are disclosed herein. An example system includes a file system, and an architecture installed on the file system, the architecture being configured to protect the file system in a zero trust manner from a malicious attack by a source system, the architecture including a controller that is configured to determine file-level operations of files in the file system that are indicative of a malicious event, block a user account or machine address interacting with the files, prevent data exfiltration or data corruption of the files, provide an alert regarding the files, identify the files that were associated with the malicious event, generate recommendations regarding the files based on datapoints and the file-level operations on the files, present a graphical user interface that displays the recommendations, and remove and restore the one or more of the files as requested.

Abstract: Cybersecurity active defense in data storage systems are disclosed herein. An example system includes a file system, and an architecture installed on the file system, the architecture being configured to protect the file system in a zero trust manner from a malicious attack by a source system, the architecture including a controller that is configured to determine file-level operations of files in the file system that are indicative of a malicious event, block a user account or machine address interacting with the files, prevent data exfiltration or data corruption of the files, and provide an alert to an administrator regarding the files.

Abstract: Cybersecurity active defense in data storage systems are disclosed herein. An example system includes a file system, and an architecture installed on the file system, the architecture being configured to protect the file system in a zero trust manner from a malicious attack by a source system, the architecture including a controller that is configured to determine file-level operations of files in the file system that are indicative of a malicious event, block a user account or machine address interacting with the files, prevent data exfiltration or data corruption of the files, and provide an alert to an administrator regarding the files.

Abstract: A biological sample processing apparatus having a central processing unit, a display in communication with the central processing unit and a selector for selecting a personality type of the apparatus, the selector being in communication with the central processing apparatus. The selection of a personality type prompts the central processing unit to cause the display to show a list of preprogrammed protocols for biological sample processing that correspond to the selected personality type.

Abstract: A biological sample processing apparatus having a central processing unit, a display in communication with the central processing unit and a selector for selecting a personality type of the apparatus, the selector being in communication with the central processing apparatus. The selection of a personality type prompts the central processing unit to cause the display to show a list of preprogrammed protocols for biological sample processing that correspond to the selected personality type.

Abstract: A biological sample processing apparatus having a central processing unit, a display in communication with the central processing unit and a selector for selecting a personality type of the apparatus, the selector being in communication with the central processing apparatus. The selection of a personality type prompts the central processing unit to cause the display to show a list of preprogrammed protocols for biological sample processing that correspond to the selected personality type.

Abstract: A biological sample processing apparatus having a central processing unit, a display in communication with the central processing unit and a selector for selecting a personality type of the apparatus, the selector being in communication with the central processing apparatus. The selection of a personality type prompts the central processing unit to cause the display to show a list of preprogrammed protocols for biological sample processing that correspond to the selected personality type.