
computing are similar to those raised by the Internet 
as a whole. Consumers of cloud computing, like 
general Internet consumers, must trust that cloud 
service providers will not default on implied or 
explicit bonds, that the service quality is good and 
will be delivered as promised, and that their personal 
information will be securely held and their privacy 
respected (Aiken and Boush, 2006).  
Trustmarks are any third-party mark, logo, 
picture, or symbol that is presented in an effort to 
dispel consumers’ concerns about risk and therefore 
increase firm-specific trust levels (Aiken and Boush, 
2003). Trustmark services typically involve one or 
more of six elements: (i) a declaration of best 
practice, (ii) a subscription to a code of conduct, (iii) 
scrutiny for membership (based on criteria), (iv) 
sanctions for failure to adhere to a code of conduct, 
(v) recourse (appeals) for wrongful revocation of the 
trustmark and (vi) a remedy for aggrieved customers 
(Endeshaw, 2001). Policymakers, academia and 
industry have called for research on trustmarks in 
the cloud computing context (IAMCP, 2011; GAP 
Task Force, 2011; Robinson et al., 2010). Research 
suggests that trustmarks have the greatest effect on 
perceived trustworthiness in an Internet context 
(when compared to objective source third-party 
ratings and advertising-derived implications), 
influencing respondents’ beliefs about security and 
privacy, general beliefs about firm trustworthiness, 
and willingness to provide personal information 
(Aiken and Boush, 2006). Recipients of trustmarks 
are typically subject to a manual verification and 
certification process that varies widely within the 
trustmark provision sector and is not transparent to 
cloud customers and consumers. Trustmarks have 
been criticised for consistency, reliability, currency / 
timeliness, accuracy, transparency and ease of abuse 
(Schouten, 2012; Endeshaw, 2001; Remotti, 2012). 
Trustmarks are widely used in e-commerce 
(Remotti, 2012). We posit that existing static passive 
conceptualisations of trustmarks will not 
satisfactorily address the trust and confidence issues 
in cloud computing due to the inherently dynamic 
nature of these services. As such, we propose an 
active dynamic trustmark system for cloud 
computing that overcomes the shortfalls of 
accountability, assurance and trustmarks as discrete 
solutions for trustworthiness issues in cloud 
computing. 
2.1  Active Dynamic Trustmarks 
As noted above, trustmarks are typically presented 
as a static visual representation, typically a badge-
like logo, on websites or promotional material. 
However, trustmarks need not be static; by utilising 
modern web technologies, such as HTML 5, 
trustmarks could be presented as active dynamic 
entities that succinctly communicate up-to-date 
values for a number of high-level dependability 
measures. These dependability measures would be 
based on “live” analytics of aspects of the 
underlying service. Static badge-like images could 
be replaced by multi-modal entities that 
communicate information (i) graphically using 
lightweight, standard-compliant technologies such as 
HTML 5 canvas (ii) textually and (iii) in a machine 
readable format via semantic web technologies such 
as OWL. Furthermore, the authenticity of these 
trustmarks can be verified by a certification 
mechanism. Unlike the opaque assurance-backed 
certification approach that has been traditionally 
applied to trustmarks, active dynamic trustmarks 
would provide prospective and existing cloud 
customers with a window into the operation of the 
underlying cloud service by providing a mechanism 
that would allow users to “drill down” into specific 
high-level metrics, at that moment or over a period 
of time, that comprise the trustmark. As a result, 
stakeholders can satisfy themselves that the service 
is both trustworthy and dependable and the level of 
trustworthiness is signalled to the market as a whole.   
The design of the trustmark interface would need 
to balance the need to inform stakeholders with 
varying roles against privacy and security concerns. 
Discrete independent virtualised services could be 
provided for internal and external auditors and 
regulators to analyse service performance against 
business policy, legal or regulatory compliance 
requirements.  
3  ASSURANCE-AS-A-SERVICE 
To deliver the real-time metrics communicated by 
the active dynamic trustmarks, as proposed in 
Section 2.1, necessitates the collection, collation and 
computation of data relating to the operation of the 
service. These metrics must be re-evaluated on an 
ongoing basis with the resulting data being 
communicated to the trustmark metadata platform 
before being surfaced via multi-modal trustmark 
updates. This task could be delivered by the cloud 
service provider or offloaded to an independent 
third-party assurance service, which could itself be a 
cloud service. In its primary capacity, the assurance 
service would watch the operation of other cloud 
services and surface data to the trustmark interface. 
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