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1. 发明授权

US08291065B2 Phishing detection, prevention, and notification 有权
标题翻译：网路钓鱼检测，预防和通知
公开(公告)号：US08291065B2
公开(公告)日：2012-10-16
申请号：US11537641
申请日：2006-09-30
申请人： Joshua T. Goodman , Paul S Rehfuss , Robert L. Rounthwaite , Manav Mishra , Geoffrey J Hulten , Kenneth G Richards , Aaron H Averbuch , Anthony P. Penta , Roderict C. Deyo
发明人： Joshua T. Goodman , Paul S Rehfuss , Robert L. Rounthwaite , Manav Mishra , Geoffrey J Hulten , Kenneth G Richards , Aaron H Averbuch , Anthony P. Penta , Roderict C. Deyo
IPC分类号： G06F15/173
CPC分类号： H04L63/1408 , H04L63/1441 , H04L63/1483
摘要： Phishing detection, prevention, and notification is described. In an embodiment, a messaging application facilitates communication via a messaging user interface, and receives a communication, such as an email message, from a domain. A phishing detection module detects a phishing attack in the communication by determining that the domain is similar to a known phishing domain, or by detecting suspicious network properties of the domain. In another embodiment, a Web browsing application receives content, such as data for a Web page, from a network-based resource, such as a Web site or domain. The Web browsing application initiates a display of the content, and a phishing detection module detects a phishing attack in the content by determining that a domain of the network-based resource is similar to a known phishing domain, or that an address of the network-based resource from which the content is received has suspicious network properties.
摘要翻译：描述网络钓鱼检测，预防和通知。在一个实施例中，消息收发应用促进通过消息收发用户界面的通信，并从域接收诸如电子邮件消息之类的通信。钓鱼检测模块通过确定域与已知的网络钓鱼域相似，或通过检测域的可疑网络属性来检测通信中的网络钓鱼攻击。在另一个实施例中，Web浏览应用程序从基于网络的资源（诸如网站或域）接收诸如网页的数据的内容。 Web浏览应用程序启动内容的显示，并且网络钓鱼检测模块通过确定基于网络的资源的域类似于已知的网络钓鱼域来检测内容中的网络钓鱼攻击，或者网络 - 收到内容的基于资源的资源具有可疑的网络属性。

2. 发明授权

US07634810B2 Phishing detection, prevention, and notification 有权
标题翻译：网路钓鱼检测，预防和通知
公开(公告)号：US07634810B2
公开(公告)日：2009-12-15
申请号：US11129222
申请日：2005-05-13
申请人： Joshua T. Goodman , Paul S Rehfuss , Robert L. Rounthwaite , Manav Mishra , Geoffrey J Hulten , Kenneth G Richards , Aaron H Averbuch , Anthony P. Penta , Roderic C Deyo
发明人： Joshua T. Goodman , Paul S Rehfuss , Robert L. Rounthwaite , Manav Mishra , Geoffrey J Hulten , Kenneth G Richards , Aaron H Averbuch , Anthony P. Penta , Roderic C Deyo
IPC分类号： H04L29/06 , G06F21/00
CPC分类号： H04L63/1416 , H04L51/12 , H04L63/1466 , H04L63/1483
摘要： Phishing detection, prevention, and notification is described. In an embodiment, a messaging application facilitates communication via a messaging user interface, and receives a communication, such as an email message, from a domain. A phishing detection module detects a phishing attack in the communication by determining that the domain is similar to a known phishing domain, or by detecting suspicious network properties of the domain. In another embodiment, a Web browsing application receives content, such as data for a Web page, from a network-based resource, such as a Web site or domain. The Web browsing application initiates a display of the content, and a phishing detection module detects a phishing attack in the content by determining that a domain of the network-based resource is similar to a known phishing domain, or that an address of the network-based resource from which the content is received has suspicious network properties.
摘要翻译：描述网络钓鱼检测，预防和通知。在一个实施例中，消息收发应用促进通过消息收发用户界面的通信，并从域接收诸如电子邮件消息之类的通信。钓鱼检测模块通过确定域与已知的网络钓鱼域相似，或通过检测域的可疑网络属性来检测通信中的网络钓鱼攻击。在另一个实施例中，Web浏览应用程序从基于网络的资源（诸如网站或域）接收诸如网页的数据的内容。 Web浏览应用程序启动内容的显示，并且网络钓鱼检测模块通过确定基于网络的资源的域类似于已知的网络钓鱼域来检测内容中的网络钓鱼攻击，或者网络 - 收到内容的基于资源的资源具有可疑的网络属性。

3. 发明授权

US07409708B2 Advanced URL and IP features 有权
标题翻译：高级URL和IP功能
公开(公告)号：US07409708B2
公开(公告)日：2008-08-05
申请号：US10856978
申请日：2004-05-28
申请人： Joshua T Goodman , Robert L Rounthwaite , Geoffrey J Hulten , John A Deurbrouck , Manav Mishra , Anthony P Penta
发明人： Joshua T Goodman , Robert L Rounthwaite , Geoffrey J Hulten , John A Deurbrouck , Manav Mishra , Anthony P Penta
IPC分类号： H04L29/00
CPC分类号： H04L51/12 , G06Q10/107
摘要： Disclosed are systems and methods that facilitate spam detection and prevention at least in part by building or training filters using advanced IP address and/or URL features in connection with machine learning techniques. A variety of advanced IP address related features can be generated from performing a reverse IP lookup. Similarly, many different advanced URL based features can be created from analyzing at least a portion of any one URL detected in a message.
摘要翻译：公开了至少部分地通过使用与机器学习技术相关联的高级IP地址和/或URL特征来构建或训练过滤器来促进垃圾邮件检测和预防的系统和方法。可以通过执行反向IP查找来生成各种高级IP地址相关功能。类似地，可以通过分析消息中检测到的任何一个URL的至少一部分来创建许多不同的基于高级URL的特征。

4. 发明授权

US07660865B2 Spam filtering with probabilistic secure hashes 有权
标题翻译：垃圾邮件过滤与概率安全散列
公开(公告)号：US07660865B2
公开(公告)日：2010-02-09
申请号：US10917077
申请日：2004-08-12
申请人： Geoffrey J. Hulten , Joshua T. Goodman , Robert L. Rounthwaite , Manav Mishra , Elissa E. Murphy , John D. Mehr
发明人： Geoffrey J. Hulten , Joshua T. Goodman , Robert L. Rounthwaite , Manav Mishra , Elissa E. Murphy , John D. Mehr
IPC分类号： G06F15/16 , H04L29/06
CPC分类号： H04L51/12 , H04L63/0227 , H04L63/123
摘要： Disclosed are signature-based systems and methods that facilitate spam detection and prevention at least in part by calculating hash values for an incoming message and then determining a probability that the hash values indicate spam. In particular, the signatures generated for each incoming message can be compared to a database of both spam and good signatures. A count of the number of matches can be divided by a denominator value. The denominator value can be an overall volume of messages sent to the system per signature for example. The denominator value can be discounted to account for different treatments and timing of incoming messages. Furthermore, secure hashes can be generated by combining portions of multiple hashing components. A secure hash can be made from a combination of multiple hashing components or multiple combinations thereof. The signature based system can also be integrated with machine learning systems to optimize spam prevention.
摘要翻译：公开了基于签名的系统和方法，其至少部分地通过计算输入消息的散列值，然后确定散列值指示垃圾邮件的概率来促进垃圾邮件检测和预防。特别地，为每个传入消息生成的签名可以与垃圾邮件和良好签名的数据库进行比较。匹配次数的计数可以除以分母值。分母值可以是例如每个签名发送到系统的消息的总体积。分母值可以折扣，以解决传入消息的不同处理和时间。此外，可以通过组合多个散列分量的部分来生成安全散列。可以从多个散列组件或其多个组合的组合形成安全散列。基于签名的系统也可以与机器学习系统集成，以优化垃圾邮件防范。

5. 发明授权

US08065370B2 Proofs to filter spam 有权
标题翻译：过滤垃圾邮件的证明
公开(公告)号：US08065370B2
公开(公告)日：2011-11-22
申请号：US11265842
申请日：2005-11-03
申请人： Geoffrey J Hulten , Gopalakrishnan Seshadrinathan , Joshua T. Goodman , Manav Mishra , Robert C J Pengelly , Robert L. Rounthwaite , Ryan C Colvin
发明人： Geoffrey J Hulten , Gopalakrishnan Seshadrinathan , Joshua T. Goodman , Manav Mishra , Robert C J Pengelly , Robert L. Rounthwaite , Ryan C Colvin
IPC分类号： G06F15/16
CPC分类号： H04L51/12 , G06Q10/00
摘要： Embodiments of proofs to filter spam are presented herein. Proofs are utilized to indicate a sender used a set amount of computer resources in sending a message in order to demonstrate the sender is not a “spammer”. Varying the complexity of the proofs, or the level of resources used to send the message, will indicate to the recipient the relative likelihood the message is spam. Higher resource usage indicates that the message may not be spam, while lower resource usage increases the likelihood a message is spam. Also, if the recipient requires a higher level of proof than received, the receiver may request the sender send additional proof to verify the message is not spam.
摘要翻译：这里介绍了过滤垃圾邮件的示例的实施例。证明用于指示发送者在发送消息时使用一定数量的计算机资源，以证明发件人不是“垃圾邮件发送者”。改变证据的复杂性或用于发送消息的资源的级别将向接收者指示消息是垃圾邮件的相对可能性。更高的资源使用率表示该邮件可能不是垃圾邮件，而较低的资源使用量增加了邮件是垃圾邮件的可能性。另外，如果接收方需要比接收的更高级别的证明，则接收者可以请求发送者发送附加证明来验证该消息不是垃圾邮件。

6. 发明授权

US07603422B2 Secure safe sender list 失效
标题翻译：安全的发件人列表
公开(公告)号：US07603422B2
公开(公告)日：2009-10-13
申请号：US11023049
申请日：2004-12-27
申请人： Elissa E. S. Murphy , Geoffrey J Hulten , Manav Mishra , Robert L. Rounthwaite
发明人： Elissa E. S. Murphy , Geoffrey J Hulten , Manav Mishra , Robert L. Rounthwaite
IPC分类号： G06F15/16
CPC分类号： H04L51/12 , G06Q10/107
摘要： Secure safe sender lists are described. In an implementation, a method includes determining which of a plurality of hierarchical levels corresponds to a message received via a network. Each of the hierarchical level is defined by mechanisms for identifying a sender of the message. The message is routed according to the corresponding one of the hierarchical levels.
摘要翻译：描述安全的发件人列表。在实现中，一种方法包括确定多个分层级别中的哪一个级别对应于经由网络接收的消息。每个层级由用于标识消息的发送者的机制来定义。该消息根据相应的一个层级进行路由。

7. 发明授权

US07599993B1 Secure safe sender list 失效
标题翻译：安全的发件人列表
公开(公告)号：US07599993B1
公开(公告)日：2009-10-06
申请号：US11023284
申请日：2004-12-27
申请人： Elissa E. S. Murphy , Geoffrey J Hulten , Manav Mishra , Robert L. Rounthwaite
发明人： Elissa E. S. Murphy , Geoffrey J Hulten , Manav Mishra , Robert L. Rounthwaite
IPC分类号： G06F15/16
CPC分类号： H04L51/12 , G06Q10/107 , H04L63/101
摘要： Secure safe sender lists are described. In an implementation, a method includes examining a message received from a sender via a network to determine which identifying mechanisms are available for verifying an identity of the sender. When one or more available identifying mechanisms are deemed sufficient to verify the identity, a description of the identity and a description of the one or more said available identifying mechanisms are added to a safe senders list.
摘要翻译：描述安全的发件人列表。在实现中，一种方法包括：经由网络检查从发送者接收的消息，以确定哪些识别机制可用于验证发送者的身份。当一个或多个可用的识别机制被认为足以验证身份时，身份的描述和一个或多个所述可用识别机制的描述被添加到安全发件人列表中。

8. 发明授权

US07689652B2 Using IP address and domain for email spam filtering 有权
标题翻译：使用IP地址和域进行垃圾邮件过滤
公开(公告)号：US07689652B2
公开(公告)日：2010-03-30
申请号：US11031672
申请日：2005-01-07
申请人： Manav Mishra , Elissa E. S. Murphy , Geoffrey J Hulten , Joshua T. Goodman , Wen-Tau Yih
发明人： Manav Mishra , Elissa E. S. Murphy , Geoffrey J Hulten , Joshua T. Goodman , Wen-Tau Yih
IPC分类号： G06F15/16 , G06F15/173
CPC分类号： H04L51/28 , H04L29/1215 , H04L51/12 , H04L61/1564 , H04L63/0227 , H04L63/1441
摘要： Email spam filtering is performed based on a combination of IP address and domain. When an email message is received, an IP address and a domain associated with the email message are determined. A cross product of the IP address (or portions of the IP address) and the domain (or portions of the domain) is calculated. If the email message is known to be either spam or non-spam, then a spam score based on the known spam status is stored in association with each (IP address, domain) pair element of the cross product. If the spam status of the email message is not known, then the (IP address, domain) pair elements of the cross product are used to lookup previously determined spam scores. A combination of the previously determined spam scores is used to determine whether or not to treat the received email message as spam.
摘要翻译：电子邮件垃圾邮件过滤是基于IP地址和域名的组合来执行的。当接收到电子邮件消息时，确定与电子邮件消息相关联的IP地址和域。计算IP地址（或IP地址的部分）和域（或域的部分）的交叉乘积。如果电子邮件消息被称为垃圾邮件或非垃圾邮件，则根据已知垃圾邮件状态的垃圾邮件分数与交叉产品的每个（IP地址，域）对元素相关联地存储。如果电子邮件的垃圾邮件状态未知，则交叉产品的（IP地址，域）对元素将用于查找先前确定的垃圾邮件分数。使用先前确定的垃圾邮件分数的组合来确定是否将接收的电子邮件消息视为垃圾邮件。

9. 发明授权

US07904517B2 Challenge response systems 有权
标题翻译：挑战响应系统
公开(公告)号：US07904517B2
公开(公告)日：2011-03-08
申请号：US10914325
申请日：2004-08-09
申请人： Nina W Kang , Joshua T Goodman , Robert L Rounthwaite , Josh Benaloh , Elissa E Murphy , Manav Mishra , Gopalakrishnan Seshadrinathan , Derek M Hazeur , Ryan C Colvin
发明人： Nina W Kang , Joshua T Goodman , Robert L Rounthwaite , Josh Benaloh , Elissa E Murphy , Manav Mishra , Gopalakrishnan Seshadrinathan , Derek M Hazeur , Ryan C Colvin
IPC分类号： G06F15/16 , G06Q20/00
CPC分类号： G06Q20/3674 , H04L51/12
摘要： Disclosed are systems and methods that facilitate securing communication channels used in a challenge-response system to mitigate spammer intrusion or deception. The systems and methods make use of unique IDs that can be added to outbound messages originating from a sender, a recipient, and a third-party server. The IDs can be correlated according to the relevant parties. Thus, for example, a sender can add a signed ID to an outgoing message. A challenge sent back to the sender for that particular message can echo the same ID or a new ID derived from the original ID to allow a sender to verify that the challenge corresponds to an actual message. The IDs can include cookies as well to facilitate correlation of messages and to facilitate the retrieval of messages once a sender is determined to be legitimate.
摘要翻译：公开了有助于确保在挑战 - 响应系统中使用的通信信道的系统和方法，以减轻垃圾邮件发送者入侵或欺骗。系统和方法使用可以添加到源自发件人，收件人和第三方服务器的出站邮件的唯一ID。 ID可以根据相关方关联。因此，例如，发送者可以向输出消息添加签名的ID。向该发送者发送的针对该特定消息的挑战可以回显与原始ID相同的ID或新的ID，以允许发送方验证该挑战是否对应于实际的消息。 ID可以包括cookie，以便于消息的相关性，并且一旦发送者被确定为合法，便于检索消息。

10. 发明申请

US20110047617A1 PROTECTING AGAINST NETWORK RESOURCES ASSOCIATED WITH UNDESIRABLE ACTIVITIES 审中-公开
标题翻译：保护与不利活动相关的网络资源
公开(公告)号：US20110047617A1
公开(公告)日：2011-02-24
申请号：US12939735
申请日：2010-11-04
申请人： Aaron H. Averbuch , Manav Mishra , Roberto A. Franco , Tariq Sharif
发明人： Aaron H. Averbuch , Manav Mishra , Roberto A. Franco , Tariq Sharif
IPC分类号： G06F21/00
CPC分类号： G06F21/6218 , G06F2221/2119
摘要： Various embodiments provide protection against web resources associated with one or more undesirable activities. In at least some embodiments, a method detects and responds to a user-initiated activity on a computing device. Responding can include, by way of example and not limitation, checking locally, on the computing device, whether a web resource that is associated with the user-initiated activity has been identified as being associated with a safe site. Furthermore, in at least some embodiments, the method checks remotely, away from the computing device, whether the web resource is identified as being at least possibly associated with one or more undesirable activities.
摘要翻译：各种实施例提供与一个或多个不期望的活动相关联的网络资源的保护。在至少一些实施例中，一种方法检测并响应于计算设备上的用户发起的活动。作为响应可以包括，例如但不限于在本地计算设备上检查与用户发起的活动相关联的网络资源是否已经被识别为与安全站点相关联。此外，在至少一些实施例中，该方法远程地检查计算设备，网络资源是否被识别为至少可能与一个或多个不期望的活动相关联。

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