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“迄今为止，熊猫安全公司是唯一家拥有（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计划相当于现在100倍的恶意软件数量，而采取相应措施，那么这些公司还没有仔细思考过这个问题。”
来自杨基集团对综合智能的报道(2007年12月)
自2007年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10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。 |
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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。
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Panda Cloud Antivirus 是一种安全服务，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 服务器运行，因此无需更新即可抵御最新的威胁。您甚至都不会察觉到它的存在。本帮助包括充分利用 Panda Cloud Antivirus 所需的所有信息。可通过“目录”列表、“索引”或运行搜索功能查找需要帮助的主题。
什么是 Collective Intelligence？ 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 用户社区中的知识，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 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，这与云计算的趋势相符：云安全。Panda Cloud Antivirus 通过连接到云中的 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，所有知识都位于云中，而对 Panda Cloud Antivirus 的利用使您可从其中受益。
Malware Landscape “Collective Intelligence” Fundamentals|User Benefits
Current malware is invisible, silent and most importantly, financially motivated. Security has moved beyond protecting your computer to protecting your identity. Today it is not only about computer security, it is about identity protection.
Cyber-crime is migrating from amateurs to professionals working for organized crime rings. These criminal enterprises are so efficient and confident that they operate like legitimate businesses.
The number of malware variants is growing exponentially while the number of computers infected by each sample is decreasing. The gap between created and detected malware keeps increasing.
Malware collected per month – AV-
As a result, security solutions solely based on continuously updated signature files cannot keep up with malware growth. They are no longer sufficient to guarantee users’ security.
Malware Landscape “Collective Intelligence” Fundamentals User Benefits
- Collection of data from the community. The system centrally collects and stores behavioral patterns of programs, file traces, new malware samples, etc. This data comes from Panda users and from other organizations. This extensive capacity to collect information provides greater visibility and full traceability of new malware techniques and distribution points.
- Automatic leverage of data. The system automatically analyzes and classifies the thousands of new samples received every day. To do this, an expert system correlates the data received from the user community with PandaLab’s extensive malware knowledge base. The system automatically returns verdicts (malware or goodware) on the new files received, thereby protecting users faster and better. Additionally, a constantly updated white list of over 10 million files prevents known ‘good’ files from being scanned, improving and speeding up the scanning process and minimizing the resource consumption of protected systems.
- Making the knowledge and solution available. This knowledge is delivered to users as web services or through signature file updates and real-time queries to the cloud.
The Collective Intelligence approach allows detecting much more malware than the manual detection system that some laboratories use. Also, it can detect even threats not yet identified. Combining Collective Intelligence and TruPrevent technologies. Panda is capable to detect the most sophisticated malware.
Malware Landscape|“Collective Intelligence” Fundamentals User Benefits
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PANDA 2009 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. |
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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. |
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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. |
For detailed information, please read from traditional antivirus to collective intelligence, by Panda Research.
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