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In gesture mode, the host operating system interprets the raw touch data for you, into a vocabulary of gestures. This has clear pros and cons: PRO You don t have to come up with algorithms that interpret touches as gestures. PRO Your application uses a gesture vocabulary consistent with the rest of the host OS. CON You don t have access to the raw touch events any more. CON You re limited to the gestures that the host OS provides and the way it interprets touches into gestures (which can be error-prone). CON The user can t combine gestures; only one gesture at a time is recognized. As you ve already seen, you can determine if gestures are supported by querying



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Multitouch.inputMode = MultitouchInputMode.GESTURE;

where X is some compact subset of the Clifford module Gp q r involving the product topology derived from Equation (21.36) for the norm, and where yw and yt are the learned and target mapping functions, respectively. The back-propagation algorithm [10] is a procedure for updating the weights and biases. This algorithm is a function of the negative derivative of the error function (Equation (21.38)) with respect to the weights and biases themselves. The computing of this procedure is straightforward, and here we will only give the main results. The updating equation for the multivector weights of any hidden j-layer is wij t + 1 =





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Figure 5.5: MD5 step. authors in subsequent papers [94, 127, 1611. To date, the most thorough and insightful description of the MD5 attack methodology was published by Daurri in his PhD dissertation [34]. Below, we describe the MD5 attack which originally appeared in [157]. As mentioned above, this attack can be used to efficiently find a pair of 1024-bit messages whose MD5 hashes are the same. But before giving details of the attack, we first present some background and motivation. This background material relies primarily on information in Wang s paper [157] and in Daum s PhD dissertation [34].

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If you require a speci c gesture to be supported, you can check against the supportedGestures list that you learned about in the beginning of the section. Table 23-1 summarizes all the gestures you can listen for. Each gesture event object has a phase property that tells you if the gesture is beginning, ending, or if it s underway and it s changing (for example, as a pan gesture pans around). These phases are the string constants GesturePhase.BEGIN, GesturePhase.END, and GesturePhase.UPDATE, in the flash.events package. It s possible for an event to begin but never end (a two- nger tap should be like this), or end without updating. In gesture mode, the OS interprets normal, single- nger taps as mouse events; you can listen for them with the normal mouse events. As in touch mode, these events are assigned an InteractiveObject target and bubble. They have the same modi er key properties and the same localX, localY, stageX, and stageY properties.

The PressAndTapGestureEvent object contains one additional set of properties, which locate the position that the second nger tapped. The primary location of the event is where you placed your rst nger. The properties tapLocalX, tapLocalY, tapStageX, and tapStageY identify where the second nger tapped, relative to target and stage, respectively, as gure 23-1 illustrates.

Unfortunately, everyone who writes about Wang s attack seems to have their own pet notation. Even more unfortunately, we are no exception. Our notation is closest to that in [16], with the only major difference being that we number bits from left-to-right-in our notation, the high-order (leftmost) bit is bit 0, while the low-ordw (rightmost) bit of a 32-bit word is bit number 31. As noted above, we denote the step outputs for a message block as QO through Q 6 3 , with the IV consisting of Q - 4 , Q-1, Q - 2 , Q-3. In contrast, in several papers, including [81, 1441, the IV is denoted Q - 3 , Qo,Q-1, Q - 2 and the computed outputs are Q1 t,hrough Q 6 4 (but, as if t o further confuse matters, these authors number thc message words 0 through 63). The papers of Wang [155, 156, 1571 and various other authors, use a completely different numbering of the outputs. Instead of Qj, the outputs arc denoted as a j , b j , cj, or d j , where j = 1 , 2 , .. . ,16 (or, in some cases, j = 0 , 1 , .. . , 15) depending on the round. While this is more consistent with

TABLE 23-1

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