摘要:
One or more techniques and/or systems are disclosed for detecting and/or mitigating a potentially compromised online user account. One or more baselines can be established for a user's online account to determine a normal usage pattern for the account by the user (e.g., frequency of incoming/outgoing emails, text messages, etc.). The online user account can be periodically or continually monitored for use of the same resources used to determine the baseline(s). If a deviation from the baseline is detected, the deviation may be compared against a threshold to determine whether the deviation indicates that the account may be compromised. When an indication of a potentially compromised account is detected, the user can be notified of the indication, so that one or more actions can be taken to mitigate the potentially compromised account.
摘要:
One or more techniques and/or systems are disclosed for mitigating machine solvable human interactive proofs (HIPs). A classifier is trained over a set of one or more training HIPs that have known characteristics for OCR solvability and HIP solving pattern from actual use. A HIP classification is determined for a HIP (such as from a HIP library used by a HIP generator) using the trained classifier. If the HIP is classified by the trained classifier as a merely human solvable classification, such that it may not be solved by a machine, the HIP can be identified for use in the HIP generation system. Otherwise, the HIP can be altered to (attempt to) be merely human solvable.
摘要:
Embodiments of message organization and spam filtering based on user interaction are presented herein. In an implementation, user interaction with a plurality of messages in a user interface is monitored, which includes analyzing an amount of time spent by a user in interacting with each message. Subsequent messages may then be filtered based on the monitored user interaction. In another implementation, messages are processed that are received via a network using a spam filter that was generated based on monitored interaction of a user with previous messages. The processing results in a value describing a relative likelihood of importance of each of the processed message to the user. The processed messages are then arranged for display in an order, one to another, in a user interface based on respective values.
摘要:
Functionality is described for addressing a threat to the security of a user device that utilizes a network-accessible service. The functionality operates by assessing the likelihood that the user device is infected by the undesirable item. When the user device makes a request to access the network-accessible service, the functionality can interact with the user device in a manner that is governed by the assessed likelihood that the user device is infected by the undesirable item.
摘要:
One or more techniques and/or systems are disclosed for detecting a potentially abusive action for an online social network of a user. A network expansion profile and/or communications profile may be determined for the online social network of the user, by tracking user actions while building and/or maintaining the online social network. A reputation profile, such as a rating, for the online social network can be determined by combining information from the network expansion profile for the online social network and/or the communication profile for the online social network. Based upon the determined reputation profile, an action of the online social network, such as sending a communication, may be identified as potentially abusive and thus be treated as such (e.g., be accompanied by a warning to intended recipients that the communication may be from a spammer).
摘要:
One or more techniques and/or systems are disclosed for detecting and/or mitigating a potentially compromised online user account. One or more baselines can be established for a user's online account to determine a normal usage pattern for the account by the user (e.g., frequency of incoming/outgoing emails, text messages, etc.). The online user account can be periodically or continually monitored for use of the same resources used to determine the baseline(s). If a deviation from the baseline is detected, the deviation may be compared against a threshold to determine whether the deviation indicates that the account may be compromised. When an indication of a potentially compromised account is detected, the user can be notified of the indication, so that one or more actions can be taken to mitigate the potentially compromised account.
摘要:
Functionality is described for addressing a threat to the security of a user device that utilizes a network-accessible service. The functionality operates by assessing the likelihood that the user device is infected by the undesirable item. When the user device makes a request to access the network-accessible service, the functionality can interact with the user device in a manner that is governed by the assessed likelihood that the user device is infected by the undesirable item.
摘要:
One or more techniques and/or systems are disclosed for mitigating machine solvable human interactive proofs (HIPs). A classifier is trained over a set of one or more training HIPs that have known characteristics for OCR solvability and HIP solving pattern from actual use. A HIP classification is determined for a HIP (such as from a HIP library used by a HIP generator) using the trained classifier. If the HIP is classified by the trained classifier as a merely human solvable classification, such that it may not be solved by a machine, the HIP can be identified for use in the HIP generation system. Otherwise, the HIP can be altered to (attempt to) be merely human solvable.