综合智能

对您电脑以最小程度的影响，获取最高程度的保护。

熊猫安全的云技术-综合智能技术是一个在线实时数据库系统。里面存储了大多数的签名文件，而在终端仅保存少数签名文件。每个熊猫软件用户都是新恶意软件的感应者，他们可以把流行恶意软件的数据发送至云端。这个新方法大大减少了用户电脑的带宽占用，并且能提供更快、更全面，更新的保护。

“迄今为止，熊猫安全公司是唯一家拥有云安全（综合智能）技术的最大安全厂商 … 反病毒公司如果至今还没有考虑到未来恶意软件数量将相当于现在的100倍，并且不采取相应措施，那么这些公司处境将非常危险。”
2007年来自Yankee集团对熊猫安全云技术的报道

自2007年熊猫云安全技术-综合智能技术开始投入使用，已经为许多熊猫用户保驾护航。这个技术让熊猫公司搜集病毒样本的数量，相当于传统杀毒软件公司的100倍。

熊猫安全公司是第一个研究出这种技术和机制，知识和经验，也是最早将综合智能技术运用到商业产品之中。熊猫2010新个人版产品就是基于综合智能而开发的，这个系列新产品的亮点归结为一句话就是：对您电脑造成最小程度的影响，获取最高程度的保护。

Best proactive detection

综合智能让恶意软件的检测，和主动防御最新威胁的流程，完全自动化。

Panda Cloud Antivirus 无需本地病毒库，完全基于云技术，该服务能够在不影响系统性能的情况下保护您的计算机：它始终能够提供最大限度的保护，并且仅在必要时才发挥作用。这是一款最为轻便快速的防病毒服务。该服务基于 Collective Intelligence -综合智能服务器的运行，因此无需更新病毒库即可抵御最新的威胁。您甚至都不会察觉到它的存在。

什么是综合智能（Collective Intelligence）？ 综合智能-Collective Intelligence 是实时提供高级保护的安全平台，可大大提高防病毒软件的检测能力。该平台利用 Panda Security 用户虚拟社区中的共享数据，可用于处理大量恶意软件，并可在减少资源消耗的同时提供强大的检测能力。为了充分利用综合智能-Collective Intelligence 的全部优势和提高 Panda Cloud Antivirus 的检测能力，您的计算机在扫描过程中必须连接到 Internet。

什么是云？云计算是一种可通过 Internet 提供服务的技术。云是一个在 Internet 范围内使用的比喻性术语。Panda Cloud Antivirus 预示着新一代安全和防病毒服务的诞生，这与云计算的发展方向相符。Panda Cloud Antivirus 通过连接到云中的综合智能-Collective Intelligence 服务器，无需传统的更新即可保护计算机，同时也不会影响计算机系统的性能。现在，所有数据都位于云服务器中，而对 Panda Cloud Antivirus 的利用使您可从其中受益。

Malware Landscape “Collective Intelligence” Fundamentals|User Benefits

当前的恶意软件是无形的，难以识别的，最重要的是大部分都具有趋利性特征。当前针对计算机安全保护已经远远超越了保护功能本身，更是针对身份和隐私的保护。

网络犯罪目前正在从业余人员向有组织犯罪团伙的专业人员过渡，这些犯罪集团更加有效率和野心，他们像合法企业那样在做着信息非法勾当。

恶意软件变种的数量几乎是呈几何级数增长，而由单一一个病毒感染大量计算机的事件正在减少，取而代之的是被新创建和检测到的新型恶意软件数量在不断增加！

AV-Test.org's Sample Collection Growth
Malware collected per month – AV-

因此，仅仅依靠不断更新的本地病毒库文件的传统解决方案已经不能跟上恶意软件的增长的脚步。它们不再足以保证用户的安全。

Malware Landscape “Collective Intelligence” Fundamentals User Benefits

从虚拟社区采集数据：该系统集中收集和存储的程序、文件的痕迹，新的恶意软件样本的行为模式等，这数据来自熊猫用户和其他组织。这种广泛的收集信息的能力，以提供更大的可视性和新的恶意软件技术和分布场所的全程追溯。
数据自动均衡技术：该系统每天会收到数千自动分析和分类的新样本。这大部分基于来自PandaLab的用户虚拟社区网络中广泛的恶意软件知识库专家系统。系统将自动反馈给用户上传文件所属的类别（恶意软件或正常文件），从而保护用户更快，更好。此外，每天超过10万个新病毒文件被系统识别，并不断更新软件白名单，可以防止文件误报，改进和加快扫描过程和保护系统，最大限度地减少资源消耗。
获取并提供解决方案：将采集到的数据提供给用户作为Web服务或通过特征库文件更新，并在云服务器实时查询。

综合智能技术的方法比使用的人工检测检测到的恶意软件多得多。此外，它甚至可以检测到的可疑威胁，结合综合智能技术和TruPrevent技术。熊猫安全的产品能够检测到更多，更复杂的恶意软件。 The fundamentals of the “Collective Intelligence”

Malware Landscape|“Collective Intelligence” Fundamentals User Benefits

	PANDA 2012 retail products	Traditional antiviruses
Improved Detection	Each Panda customer acts as a malware sensor. As soon as a malicious process is detected on a user’s PC by the Collective Intelligence servers, all users worldwide automatically benefit from that specific detection in real-time. This results in close to real-time detection -not only of initial malware outbreaks- but also of targeted attacks aimed at infecting a small number of users to stay below the radar. NOTE that this model does not present any privacy issues, since no personal information is sent from the user’s PC to the Collective Intelligence server. In other words, there is no data transfer; only queries are sent from the user’s PC to the CI server.	Traditional antivirus solutions are architected with a PC-centric philosophy. This means that a PC is treated as a single unit in time and any malware detected within that PC is considered separately from the rest of the malware samples detected in millions of other PCs.
Improved Desinfection	Automated, short-lasting processing and classification. Thanks to the Collective Intelligence infrastructure, the malware collection, classification and remediation processes are automated and performed online for the vast majority of strains.	Semi-manual, long-lasting processing and classification. Each new malware sample needs to be sent to the lab by an affected user, reversed engineered to create a detection signature and disinfection routine, sent to quality assurance for testing, uploaded to production servers, replicated worldwide, and finally downloaded and applied by customers.
Improved Detection & resource consumption	No resource limitation. The scanning power used at the Collective Intelligence servers is only limited by hardware and bandwidth scaling. With Collective Intelligence, the majority of malware samples can be analyzed and classified automatically with the most resource-intensive proactive techniques in a matter of minutes. Most processes are performed ‘in the cloud’ and not on the customers’ PC, where fewer resources are available.	Traditional antivirus solutions perform the scanning processes on the users’ PCs, taking up a lot of their limited resources. This prevents them from being able to use resource-intensive proactive techniques.
Improved Detection & resource consumption	The automated malware remediation module automatically creates detection and disinfection signatures for the samples previously analyzed by the processing and classification module. Most signatures do not need to be downloaded to each customer as they operate from the cloud.	With traditional antivirus solutions, remediation is done semi-manually. Also, all signatures need to be downloaded to the customer, consuming bandwidth and memory resources.
Continuous improvement of protection tools.	The community feature of Collective Intelligence provides full visibility and traceability of the new malware techniques and distribution points. This knowledge allows Panda to continuously improve customer protection, and has some interesting applications and benefits for law enforcement efforts.	Traditional antivirus suppliers have partial visibility and limited traceability of malware and therefore cannot improve their products as quickly as necessary. The protection offered by their products gets worse every day.
Improved Detection & resource consumption	Panda Security’s Collective Intelligence platform includes a white-listing component that complements and improves black-list detection reducing false positives and scanning and processing times.	Traditional antivirus solutions need to scan all files, including ‘good’ ones, and therefore consume more system resources with more false positives.