Archive

Posts Tagged ‘business threat modeling’

Cultural factors in DLP

March 11th, 2010 admin No comments

What is interesting and generally overlooked – is the cultural differences between the US and the rest of the world.  The Europeans prefer a more nuanced approach stressing discipline and procedures,The Americans are compliance driven and IT top heavy, I imagine if you look at DLP sales – 98% are in the US, being (right or wrong) compliance driven.

Last September, Forrester did a seminar in Amsterdam on data security – only 10% of the CTOs/CIOs that attended the meeting had plans to implement DLP in 2010.

The Europeans have a point – but, policies and procedures are only as good as the monitoring and enforcement behind them. This is where DLP comes into play- collecting data in several realms – data channels, content and organizational anomalies (downloads, uploads etc…).

In addition – there is a strong and well-known link between the social health of employees in an organization and the company’s economic/business health.  In a successful business unit – people are happy, and happy people contribute to the success of the business.   Unhappy people don’t identify, have problems contributing and leave or cross the line to malicious behavior.

For my money (and this is my experience in a dozen DLP deployments in EMEA) – the key value add of DLP technology is not the prevention part but the monitoring part and it’s role in a feedback / educational loop with the organization.

If you only do one thing this year – you should start measuring data security events and using those measurements to improve your policies, procedures and systems – and user education.

Facebook disclosure cancels raid on terrorists

March 11th, 2010 admin No comments

I want to challenge the effectiveness of top-down, monolithic security frameworks (ISO 27001/PCI DSS) – I submit that rapidly changing threats – social networking, cyberstalking, social engineering, cyber-stalking and custom spyware are threats that exploit people and system vulnerabilities but are not readily mitigated by a top down set of security countermeasures.

The recent case of the Opsec security violation on Facebook in Israel reported by the Jerusalem Post, is a good example of how a hierarchical organization (Army) is threatened by a flat social network. The good news was that the security countermeasure was found the social network itself – herein lies the lesson.

The IDF was forced to cancel a recent arrest operation in the West Bank after a soldier posted information about the upcoming raid on his Facebook page.The operation was scheduled to take place several weeks ago in the Binyamin region. The soldier, from an elite unit of the Artillery Corps, posted on his Facebook page: “On Wednesday, we are cleaning out [the name of the village] – today an arrest operation, tomorrow an arrest operation and then, please God, home by Thursday.”

The status update on the soldier’s page was revealed by other members of the soldier’s unit. His commanders then updated Judea and Samaria Division commander Brig.-Gen. Nitzan Alon, who decided to cancel the operation out of concern that the mission had been compromised.

Organizations need to leave the static top down control frameworks a few times a year and look outside the organization for links and interdependencies – and talk to the soldiers in the trenches in customer service, field sales and field service.

The information you will get from people outside your firm and from people with dirty hands is far more valuable than rehashing the ISO27001 check list in an audit.

The most valuable data is from questions you haven’t asked yet – not from a checklist in an Excel spreadsheet in the hands of a junior auditor from KPMG.

Learning about change and changing your security

March 11th, 2010 admin No comments

Reading through the trade press, DLP vendor marketing collateral and various forums on information security,  the conventional wisdom is that the key threat to an organization is trusted insiders. This is arguable – since it depends on your organization, the size of the business and type of operation.   However -

This is certainly true at a national security level where trusted insiders that committed espionage have caused considerable damage.  MITRE Corporation – Detecting Insider Threat Behavior

There are three core and interrelated problem in modern data security:

  1. Systems are focussed on rule-breaking (IDS, DLP, firewalls, procedures) – yet malicious insider can engage in data theft and espionage without breaking one of the IDS/IPS/DLP rules.
  2. The rules are static (standards such as ISO 27001 or PCI DSS 1.x) or slow-moving at best (yearly IT Governance audit)
  3. Ignore collusion between insiders and malicious outsiders whether for espionage purposes (a handler who manipulates an employee) or for criminal purposes (stealing customer data for resale).

You may say – fine, let’s spend more time observing employee behavior and educate supervisors for tell-tale signs of change that may indicate impending involvement in a crime.

However – malicious outsiders (criminals, competitors, terrorists…) that may exploit employees in order to obtain confidential data is just another vulnerability in a whole line of business vulnerabilities.  Any vulnerability must be considered within the context of a threat model – the organization has assets that are damaged by threats that exploit vulnerabilities that are mitigated by countermeasures.   The organization needs to think literally  outside the box and at least attempt to identify new threats and vulnerabilities.

The issue is not that employees can be bought or manipulated, the issue is that government and other hierarchical organizations use a fixed system of security controls.  In reducing the organization’s security to passive executives of defense rules in their procedures and firewalls, we ignore the extreme ways in which attack patterns change over time. Any control policy that is presumed optimal today is likely to be obsolete tomorrow.  It is a fair assumption that an organization that doesn’t change data security procedures frequently – will provide an insider with  enough means, opportunity and social connectivity to game the system and once he or she has motivation – you have a crime.

Learning about change and changing your security systems must be at the heart of day-to-day security management.

Data discovery and DLP

February 23rd, 2010 admin No comments
A number of DLP vendors like Symantec and Websense have been touting the advantages of data discovery – data at rest and data  in motion. Discovery of data in motion is an important part of continuous improvement of data security policies.  However – there are downsides to data discovery.
Discovery is a form of voyeurism – it’s titillating but the fun wears off quickly.

Automated discovery of data at rest is  an unsurmountable  challenge for institution with large quantities of PCs, data and thousands of document formats, most of which are not well-documented and all the application and database server technologies that were ever invented. Smaller companies may find it either unnecessary or not cost-effective.

Discovery of data at rest is also  a double-edged sword.  From a compliance perspective, it’s not only not required by PCI DSS 1.x but it can create exposure issues that no business in their right mind would want to deal with.  Also – why would a business want to buy products and services from a technology vendor vendor and allow them to “discover” their data?

Love to hear your comments and what you think.

Business unit strategy for data security

February 17th, 2010 admin No comments

At a recent seminar on information security management, I heard that FUD (fear, uncertainty and doubt) is dead, that ROI is dead and that the insurance model is dead. Information security needs to give business value. Hmm.

This sounds like a terrific idea, but the lecturer was unable to provide a concrete example similar to purchasing justifications that companies use like: “Yes, we will buy this machine because it makes twice as many diamond rings per hour and we’ll be able corner the Valentine’s Day market in North America.”

The seminar left me with a feeling of frustration of a reality far removed from management theory. Intel co-founder Andy Grove said, “A little fear in an organization is a good thing.” So FUD apparently isn’t dead.

This post will help guide readers from a current state of reaction and acquisition to a target state of business value and justification for information security, providing both food for thought and practical ideas for implementation.

Most companies don’t run their data security operation like a business unit with a tightly focused strategy on customers, market and competitors. Most security professionals and software developers don’t have quotas and compensation for making their numbers.

Information security works on a cycle of threat, reaction and acquisition. It needs to operate continuously and proactively within a well-defined, standards-based threat model that can be benchmarked against the best players in your industry, just like companies benchmark earnings per share.

In his classic Harvard Business Review article, What Is Strategy?, Michael Porter writes how “the essence of strategy is what not to choose … a strong completive position requires clear tradeoffs and choices and a system of interlocking business activities that fit well and sustain the business.” The security of your business information also requires a strategy.

Improvement requires a well-defined strategy and performance measures, and improvement is what our customers want. With measurable improvement, we’ll be able to prove the business value of spending on security.

Ask yourself these questions:

  1. Is your information asset protection spending driven by regulation?
  2. Are Gartner white papers your main input for purchasing decisions?
  3. Does the information security group work without security win/loss scores?
  4. Does your chief security officer meet three to five vendors each day?
  5. Is your purchasing cycle for a new product longer than six months?
  6. Is your team short on head count, and not implementing new technologies?
  7. Has the chief technology officer never personally sold or installed any of the company’s products?

If you answered yes to four of the seven questions, then you definitely need a business strategy with operational metrics for your information security operation.

Read more…

How can we convince our VP that a network-based DLP makes sense?

February 17th, 2010 admin No comments

My colleague, Michel Godet – sent me a link to an article that Mike Rothman recently wrote.

Michel  (rightly) thinks that it supports the approach that we have been pushing in Europe for over a year now, to justify data security technology investments by using Value at Risk calculations.

Mike’s article – building a business case for security is good. I agree with most of what he writes (I would have commented but searchsecurity doesn’t allow commenting on their Ask The Security Expert: Questions & Answers articles.

So – I will use my own blog to post a couple of my comments (I should probably ping Mogull on this too but I lost  his email)

1) I agree that if you can’t get past the first energy barrier of concern with information protection than you are a non-starter for DLP ( or any data security technology for that matter – it must fit the business needs – otherwise it’s like trying to sell a trombone to a violinist.  Total waste of time

However – once you get past the first road block, the business problem for security investment is:

What is your value at risk, what are the right security countermeasures and are they cost-effective.? Not – what are the vendors selling this quarter.

There is no reason in the world why data security should be any different than any other IT investment.

2) I totally disagree that looking only at a network-based DLP product is inherently limiting. Just because a few vendors like Websense and Symantec, have integrated end point and gateway products doesn’t  makes them cost-effective data security countermeasures, ensure success of the project or prevent the next data breach.

Let me submit  two counter-examples:

A) Suppose all your sensitive data is in the cloud – then maybe network DLP is a good fit

B) Suppose all your endpoints are in the cloud – then maybe endpoint DLP is a good fit

C) Suppose all your sensitive data is on notebooks – then maybe encryption is the right countermeasure to data loss.

The answer is that you have to measure stuff – measure your people, process and system vulnerabilities and where your assets are headed. After that you need to estimate your  VaR and only THEN start thinking about the people, process and technology countermeasures

BTW – I’ve been saying this for years

October 28, 2004 –  A guide to buying extrusion prevention products

March 17, 2005 - How to justify Information security spending

Now if only we could find a way to monetize being right.

Data security and compliance – Best practices

January 28th, 2010 admin Comments off

Compliance is about enforcing business process – for example, PCI DSS is about getting the transaction authorized without getting the data stolen. SOX is about sufficiency of internal controls for financial reporting and HIPAA is about being able to disclose PHI to patients without leaks to unauthorized parties.

So where and how does DLP fit into the compliance equation?

Let’s start with COSO recommendations for internal controls:

“If the internal control system is implemented only to prevent fraud and comply with laws and regulations, then an important opportunity is missed…The same internal controls can also be used to systematically improve businesses, particularly in regard to effectiveness and efficiency.”
In the attached presentation – we review data security requirements in compliance regulation, we discuss provable security and show how DLP can serve both as an invaluable measurement tool of security metrics of inbound and outbound business transactions and when required – as a last line of defense for personal account numbers.

How to valuate information assets

January 8th, 2010 admin 1 comment

A client recently asked:

How do I assign a dollar value to an assets?…should I use the  purchase value of the asset, replacement value or expected damage to the company if the asset were stolen or exploited?

Estimating asset value is without doubt the most frequent question we get when it comes to calculating data security risk in monetary terms. There are several practical guidelines for measuring information assets value:

  • Use the right metric – a common mistake made by marketeers who work for data security vendors is to estimate the cost of a data security breach as the number of records multiplied by some plug number.  The cost of a data security breach to a company is not the same as the cost of a customer data record breach to a customer.  A customer may not even know that her credit card number is breached (considering that 250 million credit card numbers have been stolen in the past few years – it is a reasonable assumption that your credit card number is known to someone who stole – but your cost is zero, isn’t it?
  • Ask an expert – usually the CFO. The expert can and should provide confidence intervals for his estimate. The CFO is the best source and best equipped to decide if replacement value, purchase value/depreciated or opportunity cost is the relevant metric to measure the value of an asset. It’s ok, if your CFO says that company IP is worth $50 million with a confidence level of 85%.  If you do a practical  threat modeling exercise, you will be able to test sensitivity of your threat model to the confidence boundaries.
  • Use test equipment. For example – If the cost of acquiring a customer is $50, you can write a sql query to find out how many customers you have and then multiply by $50. Looking at the Fixed assets and GL modules is an example of using test equipment.  If you have to measure the number of credit cards in clear text circulating on your network – I suggest  network surveillance.
  • Use random sampling from a population of asset value estimators. The Rule of Five says that there is a 93% chance that the median of a population is between the smallest and largest values in any random sample of the population.   So – if you have to estimate value of a digital asset like intellectual property – you can ask five people for their estimate – for example, the CFO, the CTO, a customer, your VP marketing and a software developer who worked for one of your competitors.
  • Measure in small increments and be prepared to iterate. In other words – when you do a threat model exercise, take small steps -  measure 5-10 asset values and move on from there. Most of the information value is gained at the beginning of a measurement exercise and most companies measure things that have zero information value to the business because they are easy to measure (for example – how ssh password attacks were made on company web servers) instead of the important things – like what is the value of a field service engineer diagnostic database that is distributed to notebook computers.

Small Business Information Security

November 17th, 2009 admin Comments off

Small businesses need information security – perhaps even more than a big business because they probably have less resources and are more vulnerable to hackers.

NIST has released guidelines for Small Business Information Security -

Dissonance is bad for business

October 28th, 2009 admin 1 comment

In music, dissonance is  sound quality which seems “unstable”, and has an aural “need” to “resolve” to a “stable” consonance.

Leading up to the Al Quaeda attack on the US in 9/11, the FBI investigated, the CIA analyzed but no one bothered to discuss the impact of Saudis learning to fly but not land airplanes.

Dissonance in organizations is often resolved  by building separate silos of roles and responsibilities.

However, it is impossible to take wise decisions on risk management in the business when the risk intelligence is in separate silos.

Resolving dissonance in your business is key to getting actionable intelligence in order to reduce risk and improve compliance Why should I care? After all – for this we have security, risk and compliance specialists.


According to the Verizon Business Report, 285 million records were breached in 2008;  32% of the cases implicated business partners.

Information assurance of third parties that have access to your business assets is crucial for contract due diligence, complying with best practices, internal and external audit and regulation.

Due diligence of third parties that work with your business requires actionable intelligence.

Remember Madoff?

Actionable risk and compliance intelligence requires breaking down silos and recycling commonalities instead of fragmenting activities and duplicating resources.

Learn how to make that happen at our next  online workshop on security management coming this Thursday October 29, 2009,
10:00 Eastern 14:00 GMT, 16:00  in Israel and Central Europe 17:00 MT.

Go green by recycling policies and controls.

Don’t make any of the 10 data security mistakes

Register today for this free online workshop.

Through specific Business Threat Modeling(TM) tactical methods we teach you how to quantify threats, valuate your risk and choose the most cost-effective security technologies to protect your data. Data security is a war – when the attackers win, you lose.  We will help you win more.

We help protect customer data and intellectual property from fraud and breaches of confidentiality.  We’re always looking for interesting projects – call or text me at  +972 54 447 1114 at  any time.