Abstract: Techniques for code modification for detecting abnormal activity are described. Web code is obtained. Modified web code is generated by changing a particular programmatic element to a modified programmatic element throughout the web code. Instrumentation code is generated configured to monitor and report on one or more interactions with versions of the particular programmatic element. The instrumentation code is caused to be provided in association with the modified web code to the first client device in response to the first request from the first client device. Report data generated by the instrumentation code is received. The report data describes abnormal activity at the first client device, the abnormal activity comprising an interaction with a version of the particular programmatic element that does not exist in the modified web code. Based on the report, it is determined that the first client device is likely controlled by malware.

Abstract: Techniques for code modification for detecting abnormal activity are described. Web code is obtained. Modified web code is generated by changing a particular programmatic element to a modified programmatic element throughout the web code. Instrumentation code is generated configured to monitor and report on one or more interactions with versions of the particular programmatic element. The instrumentation code is caused to be provided in association with the modified web code to the first client device in response to the first request from the first client device. Report data generated by the instrumentation code is received. The report data describes abnormal activity at the first client device, the abnormal activity comprising an interaction with a version of the particular programmatic element that does not exist in the modified web code. Based on the report, it is determined that the first client device is likely controlled by malware.

Abstract: Techniques for code modification for detecting abnormal activity are described. Web code is obtained. Modified web code is generated by changing a particular programmatic element to a modified programmatic element throughout the web code. Instrumentation code is generated configured to monitor and report on one or more interactions with versions of the particular programmatic element. The instrumentation code is caused to be provided in association with the modified web code to the first client device in response to the first request from the first client device. Report data generated by the instrumentation code is received. The report data describes abnormal activity at the first client device, the abnormal activity comprising an interaction with a version of the particular programmatic element that does not exist in the modified web code. Based on the report, it is determined that the first client device is likely controlled by malware.

Abstract: Techniques for code modification for automation detection are described. Web code is obtained corresponding to content to be served to a first client device in response to a first request from the first client device. Instances of a particular programmatic element in the web code are identified. In response to the first request, modified web code is generated from the web code by consistently changing the particular programmatic element to a modified programmatic element throughout the web code. The modified web code is caused to be provided to the first client device in response to the first request from the first client device. A communication is received from the first client device that is made in response to the modified web code. The communication includes an attempt to interact with the particular programmatic element that exists in the web code but not in the modified web code.

Abstract: Techniques for code modification for automation detection are described. Web code is obtained corresponding to content to be served to a first client device in response to a first request from the first client device. Instances of a particular programmatic element in the web code are identified. In response to the first request, modified web code is generated from the web code by consistently changing the particular programmatic element to a modified programmatic element throughout the web code. The modified web code is caused to be provided to the first client device in response to the first request from the first client device. A communication is received from the first client device that is made in response to the modified web code. The communication includes an attempt to interact with the particular programmatic element that exists in the web code but not in the modified web code.

Abstract: A computer-implemented method includes receiving content and annotation information that describe a structure of the content, the annotation information having been previously generated by a sub-system that is separate from a content transformation sub-system and at a time before the content was requested to be served; interpreting the annotation information to generate transcoding rules that identify one or more portions of the received content to be transcoded in serving the content; applying the transcoding rules to the content to change the content in a manner that interferes with an ability of malware on a client device to interfere with operation of the content; and providing the transcoded content to a client device that requested the content.

Abstract: A computer-implemented method for deflecting abnormal computer interactions includes receiving, at a computer server system and from a client computer device that is remote from the computer server system, a request for web content; identifying, by computer analysis of mark-up code content that is responsive to the request, executable code that is separate from, but programmatically related to, the mark-up code content; generating groups of elements in the mark-up code content and the related executable code by determining that the elements within particular groups are programmatically related to each other; modifying elements within particular ones of the groups consistently so as to prevent third-party code written to interoperate with the elements from modifying from interoperating with the modified elements, while maintain an ability of the modified elements within each group to interoperate with each other; and recoding the mark-up code content and the executable code to include the modified elements.

Abstract: A computer-implemented method includes receiving, at a primary security sub-system, code to be served from a web server system to one or more computing devices; forwarding a representation of the code to a secondary security sub-system that is remote from the primary security sub-system; receiving, from the secondary sub-system and in response to the forwarding, a template created from analysis of the representation of the code that indicates changes to be made to the code and locations of the changes; and using the template to recode the code, by the primary security sub-system, before serving the code to the one or more computing devices.

Abstract: A computer-implemented method includes receiving content and annotation information that describe a structure of the content, the annotation information having been previously generated by a sub-system that is separate from a content transformation sub-system and at a time before the content was requested to be served; interpreting the annotation information to generate transcoding rules that identify one or more portions of the received content to be transcoded in serving the content; applying the transcoding rules to the content to change the content in a manner that interferes with an ability of malware on a client device to interfere with operation of the content; and providing the transcoded content to a client device that requested the content.

Abstract: A computer-implemented method for deflecting abnormal computer interactions includes receiving, at a computer server system and from a client computer device that is remote from the computer server system, a request for web content; identifying, by computer analysis of mark-up code content that is responsive to the request, executable code that is separate from, but programmatically related to, the mark-up code content; generating groups of elements in the mark-up code content and the related executable code by determining that the elements within particular groups are programmatically related to each other; modifying elements within particular ones of the groups consistently so as to prevent third-party code written to interoperate with the elements from modifying from interoperating with the modified elements, while maintain an ability of the modified elements within each group to interoperate with each other; and recoding the mark-up code content and the executable code to include the modified elements.

Abstract: A computer-implemented method for deflecting abnormal computer interactions includes receiving, at a computer server system and from a client computer device that is remote from the computer server system, a request for web content; identifying, by computer analysis of mark-up code content that is responsive to the request, executable code that is separate from, but programmatically related to, the mark-up code content; generating groups of elements in the mark-up code content and the related executable code by determining that the elements within particular groups are programmatically related to each other; modifying elements within particular ones of the groups consistently so as to prevent third-party code written to interoperate with the elements from modifying from interoperating with the modified elements, while maintain an ability of the modified elements within each group to interoperate with each other; and recoding the mark-up code content and the executable code to include the modified elements.